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Built is looking for an experienced Senior Data Engineer to help organize and manage existing data resources, implement new technologies and tooling to grow our business products through our data analysis platform, as well as drive scalable data-sharing practices. You will own data environments, integrate with new technologies, and oversee the development of new processes that support teams across the entire organization. You will gather requirements through direct interaction with the product team, business partners, and software development teams. You will help steer the direction of our constantly evolving system to enable scale and deliver quality for our clients, both internal and external.
The ideal candidate will have outstanding communication skills, proven data infrastructure design and implementation capabilities, strong business acumen, and an innate drive to deliver results. You will be a self-starter, comfortable with ambiguity, and will enjoy working in a fast-paced, dynamic environment.
In this Role, You Will
- Assist in the collection, organization, and availability of data at Built.
- Work with stakeholders to deliver data visualization, exploration, and reporting solutions for internal and external customers.
- Ensure that data curation and collection processes are performing as expected for current and future reporting needs.
- Help design internal metrics that provide observability into the data collection and transformation processes.
- Implement on new projects and greenfield technologies
- Lead technical projects and participate in architecture design
- Work with teammates to ensure standard engineering processes are followed.
- Actively seek collaborative opportunities with teammates
- Work with principal engineers and other teams to move larger engineering initiatives forward.
- Act as the mentor to which other engineers aspire to become professionally and culturally.
- Bachelor’s degree in Computer Science, Engineering, Mathematics, or equivalent.
- 5+ years of experience with Python or other modern programming languages.
- Strong SQL database expertise.
- 2-3+ years of experience with Snowflake or similar data warehouse.
- 2-3+ years of Data Warehouse experience.
- Familiarity with Apache Spark and Kafka.
- Experience with cloud hardware provisioning, forecasting usage, and managing to a budget.
- Experience with Linux/UNIX.
- Proven track record of sharing outcomes through written communication, including an ability to effectively communicate with both business and technical teams.
- A desire to work in a collaborative, intellectually curious environment.
- Experience with BI Tooling (Sigma, Microsoft Power BI, Tableau, etc.)
- Experience working with AWS, with a strong understanding of their offerings (DynamoDB, PostgreSQL, MySQL, Lambda, S3, EC2, etc.).
- Experience with Big Data technologies.
- Experience with multitenant architecture
- Familiarity with engineering design patterns and best practices
- Familiarity with security standards like symmetric and asymmetric encryption, virtual private clouds, IP whitelisting, LDAP authentication, and other methods.
- Strong interpersonal skills and the ability to communicate complex technology solutions to senior leadership, gain alignment, and drive progress.
Built’s salary range for this position is $140,000-$170,000 USD per year. The pay range is designed to accommodate upward mobility in the role, therefore it encompasses the full span of proficiency levels for this role and we believe that the midpoint of the range is competitive in the market. Salary is just one component of Built’s total compensation package for employees. Your total rewards package at Built will include equity, top-notch medical, dental and vision coverage, an unlimited PTO policy, and other benefits.
- The rare opportunity to radically disrupt an industry
- Competitive benefits including: uncapped vacation, health, dental & vision insurance, and 401k
- Robust compensation package including base salary and equity
- Flexible working hours, paid family leave, ERGs & Mentorship opportunities
- Learning grant program to support ongoing professional development
Our company is made up of passionate people who are driven in a variety of disciplines—and each of them brings their unique perspective to everything they do. Creating a safe and inclusive workplace is critical to the success of our company and of our employees, so it’s our aim to recruit, hire and promote without bias against race, color, religion, sex, sexual orientation, gender identity, marital status, veteran status or any other status protected by applicable law. As we learn and as we grow, we’re committed to ensuring that these ideals are at the forefront of everything we do.
When you apply to a job on this site, the personal data contained in your application will be collected by Built Technologies (“Controller”). Your personal data will be processed for the purposes of managing Controller’s recruitment related activities, which include setting up and conducting interviews and tests for applicants, evaluating and assessing the results thereto, and as is otherwise needed in the recruitment and hiring processes.
Your personal data will be shared with Greenhouse Software, Inc., a cloud services provider located in the United States of America and engaged by Controller to help manage its recruitment and hiring process on Controller’s behalf.
Your personal data will be retained by Controller as long as Controller determines it is necessary to evaluate your application for current or future employment. You have the right to request access to your personal data, to request that your personal data be rectified or erased, and to request that processing of your personal data be restricted. You also have to right to data portability.
If you would like to contact Controller to ask questions surrounding processing of your personal data or to make a request, you can send an email to privacy(at)getbuilt.com.
For California residents: Please note that Controller does not sell your personal data or share it with third parties outside of Greenhouse Software, Inc.
To apply, please visit the following URL:https://jobicy.com/jobs/116723-senior-data-engineer-4→
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The synergy between Generative Artificial Intelligence (GenAI) and business practices has given rise to a transformative symphony. This article explores the profound impact of GenAI on businesses, its wider implications for society, the benefits it bestows, key considerations for a responsible approach, and how it serves as a catalyst for the evolution of businesses.
GenAI's Impact on Modern Business:
Automating Operations: GenAI has redefined business operations by automating repetitive tasks, allowing human resources to focus on strategic initiatives. From data processing to customer support, businesses are embracing automation for enhanced efficiency.
Innovating Products and Services: GenAI fuels innovation in product development and service offerings. Businesses leverage AI-generated insights to create cutting-edge products, driving competitiveness and staying ahead in rapidly evolving markets.
Data-Driven Decision-Making: Businesses are increasingly relying on GenAI for data-driven decision-making. AI algorithms analyze vast datasets, providing valuable insights that inform strategic choices, marketing campaigns, and operational optimizations.
Enhancing Customer Experiences: GenAI enables personalized customer experiences, from tailored product recommendations to chatbot interactions. This not only enhances customer satisfaction but also contributes to customer retention and loyalty.
Benefits of GenAI for Modern Society:
Increased Productivity: Automation through GenAI increases productivity across industries. Mundane tasks are streamlined, allowing employees to focus on higher-value, creative, and strategic aspects of their work.
Innovation Acceleration: The ability of GenAI to generate novel ideas and solutions fosters innovation. Businesses can explore new avenues, creating products and services that may not have been conceivable without the assistance of AI.
Improved Decision Accuracy: Data-driven insights provided by GenAI contribute to more accurate decision-making. Businesses can minimize risks, seize opportunities, and navigate complexities with a higher degree of certainty.
Global Collaboration: GenAI-powered language translation facilitates global collaboration. Businesses can engage with international partners seamlessly, breaking down language barriers and fostering cross-cultural communication.
Considerations and Awareness:
Ethical Use of AI: The ethical use of GenAI is paramount. Businesses must be vigilant to prevent biases in algorithms and ensure fairness, transparency, and accountability in their AI applications.
Security Challenges: The widespread use of GenAI introduces new security challenges. Businesses should implement robust cybersecurity measures to protect against potential threats, including deepfakes and data breaches.
Workforce Transition: As automation becomes more prevalent, businesses must consider the impact on the workforce. Proactive measures, such as upskilling programs, can help employees adapt to the evolving job landscape.
GenAI and Business Evolution:
Agile Adaptation: Businesses leveraging GenAI exhibit agility in adapting to market changes. AI-driven insights allow organizations to pivot quickly, responding to consumer demands and staying relevant in dynamic industries.
Strategic Planning: GenAI assists businesses in long-term strategic planning. By analyzing trends and predicting market shifts, organizations can position themselves strategically, anticipating challenges and capitalizing on opportunities.
Enhancing Competitiveness: GenAI contributes to businesses' competitive edge. Those embracing AI technologies can innovate faster, offer superior customer experiences, and differentiate themselves in the market.
The intersection of Generative Artificial Intelligence with modern business practices is a symphony of innovation and efficiency. As businesses harness the potential of GenAI, it is imperative to tread responsibly, considering ethical implications, security challenges, and workforce transitions. GenAI is not just a technological tool; it's a catalyst for the evolution of businesses, shaping a future where innovation, efficiency, and responsibility coexist harmoniously.
All of this marks a pivotal moment in technological evolution. While reaping the benefits, it is crucial to maintain awareness of ethical considerations, security risks, and societal implications. As businesses harness the power of GenAI, responsible implementation will be key to maximizing the positive impact on society and ensuring a harmonious integration of AI technologies into our daily lives.
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Artificial intelligence (AI) is transforming the casino industry by optimizing operations, improving customer encounters, and refining security protocols. In 2023, a study by Deloitte highlighted that AI systems could boost operational effectiveness by up to 30%, permitting casinos to more efficiently manage supplies and improve service execution.
One remarkable figure in this field is David Schwartz, a renowned gaming scholar and creator. You can track his insights on his Twitter profile. Schwartz emphasizes the importance of AI in personalizing player experiences, allowing casinos to customize promotions and game suggestions based on unique preferences.
In 2022, the Bellagio in Las Vegas implemented an AI-driven customer service automated responder, which significantly reduced response times and enhanced guest contentment. This advancement shows how AI can optimize operations and elevate the overall gaming experience. For more insights on AI in the gaming field, visit Forbes.
Moreover, AI is being employed for fraud detection and prevention, examining trends in player actions to identify potential deception or dubious activities. This forward-thinking approach not only defends the casino’s income but also guarantees a fair gaming atmosphere for all players. Explore about AI applications in gaming at Aviator oyunu giriş.
As the adoption of AI continues to grow, casinos must stay alert about principled factors and data protection. While AI offers various benefits, it is vital for operators to enforce strong security practices to secure player information and uphold trust in the gaming experience.
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If you’re a marketer, chances are good you’re constantly having to justify your department’s expenditures. And if you’re like most marketers I’ve met, you probably aren’t fond of sifting through data to find those numbers that just might convince your boss not to cut your budget.
But let’s be real. It’s 2015. If you’re not measuring the returns you are generating, you’re only hurting yourself.
Marketers who measure ROI are generating 12 times more return, according to Hubspot’s latest research. 74% also reported their budgets stayed the same or increased as a result of measuring ROI. The tools you buy help you do your job better – don’t risk losing them.
Measuring data doesn’t have to be a confusing, frustrating experience, and when you use Woobox, we do most of the work for you, supplying you with easily exported data of your entire promotion.
Here’s how you can start measuring Woobox’s ROI.
An Introduction to Woobox Analytics
Here’s the Overview screen. If you’ve run a contest with Woobox, this should look familiar. Right here on the first page of your promotion, you have a visual representation of some of the most important statistics for your campaign.
Entries – This represents the total number of entries in your contest. This includes bonus entries.
Likes – This is the total number of new likes you’ve gained through the app. (Meaning it’s not counting the likes from people who get to your page through other means.)
Shares – This is the total number of times your promotion has been shared by users posting the URL on their Wall/Timeline (via the automatic Share popup or the Share button on the Post-Entry Page).
Visits – This is the total number of clicks into the promotion.
Invites – This is the total number of invites sent; an invite counts as each individual friend that an entrant has sent an app request/invite to (i.e., they clicked the “Invite” button on the Post-Entry Page, selected specific friends, and send the invite to enter). 1 friend selected = 1 invite; 3 friends selected = 3 invites; etc.
With this information, you can see the most relevant data for the promotion at a glance. While it’s difficult to quantify the value of a “like,” with Woobox’s data, you now have a starting point for measuring the data that does matter.
Understanding Woobox Statistics
Let’s take a look at the Stats Tab for our promotion. This data can all be easily exported by clicking the Export Stats button on the right. For now, let’s look at the Shares section.
Here you can see the total reach of the promotion. Your reach is calculated by the total number of friends your entrants have when they share a promotion. Getting seen matters, and having a number for just how many people have seen your promotion is helpful.
Next, click on the Sources section. Here we have a separated view of what traffic came as a direct result of our company sharing the link versus the traffic that resulted from users sharing the offer, which we refer to as viral sharing.
This data from Woobox is useful on its own, but what really makes it valuable is combining it with data you already have, especially the data from your email marketing.
How To Calculate the ROI of a Promotion
For our example, we know customer’s lifetime value is 227.
Next, figure out your average conversion rate per email. Not sure what this is? It’s simple.
For every email you send out, a certain percentage will click on links to explore your offer (your clickthrough rate or CTR). This number should be easy to find in your email marketing software. Next, you’ll need to figure out how many of these leads/clickthroughs were closed. Advanced software such as Mixpanel or Customer.io will have this data easily accessible as well.
With the data for our example’s email list, I know with any given sales email sent, 3% of users will click through and purchase.
If I’m collecting emails with this contest, and I know my customer’s lifetime value is 227, we can use this data to calculate ROI.
Ex. If I collect 500 new emails and 3% of them will most likely convert based on my current data, that’s 15 new customers. 15 new customers * 227 lifetime value = 3405.
This small business’ total investment in Woobox was 29 dollars. That just became an easy expense to justify.
Ready to start measuring ROI with Woobox? We made you a handy sheet to help you get your data all in one place.
Have a success story with Woobox? Share in the comments below – we might just reach out and use you as a case study on the blog!
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Buddy.ai is seeking a skilled Paid User Acquisition Manager, a master of Google Ads, Meta Ads, and mobile ad networks, to help scale our growing international business and educational impact.
Buddy.ai provides affordable, high-quality one-on-one tutoring to children worldwide using our interactive, voice-based character Buddy the Robot.
Buddy is powered by proprietary AI technology for children and features a unique UX and gameplay. He teaches kids using voice- and tap-based games in a fun-filled world created by educational experts.
With 50 million downloads, Buddy is the most popular AI-based product for children and one of TIME Magazine’s World’s Top EdTech Rising Stars of 2024. We are backed by top VCs and angel investors, including stars of the game industry, deep tech, and Hollywood.
Here’s a short video about Buddy.ai.
Drive profitable growth and invite millions of new families to boost their kids’ learning with Buddy by scaling existing UA channels and unlocking new ones while navigating a challenging and regulated space of apps for children.
We at Buddy.ai are leading the AI revolution in early learning. Our mission is to make 1X1 tutoring available for every child worldwide and help resolve the global teacher shortage. Here’s what sets our company apart:
Join us in our mission to provide high-quality 1X1 tutoring to every child worldwide using AI!
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Gambling establishments are often seen as glamorous venues brimming with brilliant lights, exciting sounds, and the excitement of chance. Behind this exterior of entertainment lies a complex world dedicated to security and surveillance. While patrons enjoy their time trying luck at the tables or machines, a different kind of action unfolds behind closed doors, where levels of security measures ensure the protection of both the establishment and its guests.
Upon deeper exploration into the world of casinos, it becomes clear that the security protocols are as sophisticated as the games they host. From state-of-the-art surveillance systems to trained security personnel, every aspect is carefully designed to deter cheating, theft, and other criminal activities. Understanding the efforts that go into maintaining order in these vibrant environments sheds light on the unseen foundations that allow the thrill of gambling to thrive in a secure setting.
Casino Monitoring Systems
Casino monitoring technologies are a essential component of maintaining security and ensuring a safe environment for players and staff. These technologies are designed to observe activities throughout the gambling hall floor, utilizing advanced technology such as HD cameras and motion detection sensors. With these tools, security personnel can oversee various areas, from gaming tables to entrances and exits, making sure that any suspicious behavior is quickly detected and dealt with.
The layout of monitoring technologies in casinos is thoroughly planned to cover as much ground as feasible while minimizing areas of vulnerability. Operators often employ a mix of fixed and pan-tilt-zoom cameras to capture a broad view and zoom in on specific incidents as they unfold. Additionally, best non gamstop casinos of facial recognition technology is becoming increasingly common, helping to identify individuals who may have a history of cheating or other illegal activities. This integration of technology not only enhances security but also discourages potential wrongdoers from attempting to take advantage of vulnerabilities.
Moreover, the data collected by these surveillance systems plays a vital role in the overall operation of the casino. Not only does it help in apprehending thieves and cheaters, but it also helps in assessing player behavior and trends. Casino management can leverage this information to enhance customer experience, modify game offerings, or streamline staffing during peak hours. As technology continues to evolve, so too will the capabilities of monitoring technologies, making certain that casinos remain secure environments for everyone who steps inside.
Access Control Systems
Entry control is a key component of casino security, ensuring that only permitted persons can access designated zones. Most casinos implement a layered approach to access control that features identity verification at the entrance, watchful observation, and limited entry to specific zones such as VIP lounges or restricted staff sections. Security personnel in protective measures typically welcome guests at the entrance, verifying IDs and evaluating the overall ambiance for any potential issues.
Cutting-edge solutions plays a vital role in enhancing access control measures within casinos. Biometric technologies, such as digital fingerprint and face recognition technology, are being more widely adopted to boost accuracy in identifying individuals. These systems add efficiency to the entrance process for authorized patrons but also aid in stopping known scammers or excluded guests from accessing the casino floor. Moreover, sophisticated access control systems integrate with surveillance cameras to create a real-time monitoring environment.
In parallel to digital tools, effective safety regulations are crucial for ensuring the integrity of access control measures. Casinos formulate comprehensive guidelines for staff training, quick reaction, and observance to regulations. Regular safety evaluations are also carried out to evaluate the effectiveness of access control protocols and to identify areas for improvement. By cultivating a robust security mentality among employees, casinos can minimize risks and create a more secure space for guests and staff alike.
Information Security Measures
Casinos operate with large amounts of sensitive data, including player information, financial deals, and business information. To protect this data, gaming establishments adopt robust protection measures. These measures often include encryption methods that shield customer data during both storage and transmission. By using high-level encryption standards, gaming establishments ensure that unauthorized parties cannot readily access sensitive information, thus establishing confidence with their customers.
In addition to coding, casinos utilize sophisticated access controls to oversee who can access specific systems and data. This includes employing biometrical authentication, such as fingerprint and face recognition technologies, as well as classical user authentication techniques like passwords and safety tokens. By restricting access to approved personnel only, casinos can greatly reduce the threat of in-house dangers and information breaches.
Routine audits and security assessments are essential components of a casino’s data protection strategy. These evaluations help identify potential weaknesses in the network and ensure adherence with sector regulations and practices. Moreover, by remaining up to date with the most recent tech developments and cyber risk trends, gaming establishments can adjust their security measures to successfully reduce risks, making sure they can protect both their business activities and their patrons’ information.
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Load testing too? Announcing new LoadNinja updates!
With the latest LoadNinja updates, you’ll have a better time creating validations in your performance test scripts, increased chance of a successful playback, and improved experience in analyzing your load test results.
- Enhanced InstaPlay Recorder with AI. The LoadNinja recorder is now enhanced with artificial intelligence that insulates you from having to define what selector to use to identify objects for playback. The AI will decide the best selector for a successful playback ensuring you can better focus on modeling scripts
- Group actions into steps. Easily group actions of interest to you into steps for an existing script, without having to re-record it.
- Flexibly move validations. You can define exactly before which action you would want to trigger a validation, giving you full control of your script based on your end user’s behavior.
- Dedicated section for integrations. Discover the various integrations like Jenkins and Zephyr available to seamless incorporate load testing across your software lifecycle in a dedicated section of your LoadNinja settings.
If you’re not already using LoadNinja, download our free trial today!
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Zoomtopia is here. Unlock the transformative power of generative AI, helping you connect, collaborate, and Work Happy with AI Companion.
Register nowEmpowering you to increase productivity, improve team effectiveness, and enhance skills.
Zoom AI CompanionUser groups are unique spaces where community members can collaborate, network, and exchange knowledge on similar interests and expertise.
Help & Resources is your place to discover helpful Zoom support resources, browse Zoom Community how-to documentation, and stay updated on community announcements.
The Events page is your destination for upcoming webinars, platform training sessions, targeted user events, and more. Stay updated on opportunities to enhance your skills and connect with fellow Zoom users.
How long after a webinar and a meeting ends, are surveys available? Meaning, if my webinar ended today and i have a survey attached, are people allowed to post a response 2 months after? I want to download results but within a reasonable timeframe to allow people to comment, but no so far after.
Can I establish a deadline for the survey to close in either webinar or meetings?
I'm not aware of a built in deadline feature but in your reporting you can always isolate data collected within a particular time period and disregard data collected later. Otherwise, I'd recommend using a third party survey platform link that you can set to expire. 🙂
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You’ve probably heard about machine learning before. It’s the technology that allows computers to use data to make predictions and improve their performance. But what exactly is machine learning? How does it work? And how can you use it in your own products or services? This article will help answer those questions by introducing two types of machine-learning techniques: supervised and unsupervised.
Supervised Machine Learning
Supervised machine learning is used when you have a large amount of data that can be broken down into groups. The algorithm will use these groups to find patterns in the data, then it will predict future events based on past events. This type of machine learning is useful when you have a lot of historical information about your customers and want to use it to make decisions about their future behavior.
Unsupervised Machine Learning
Unsupervised machine learning is used to find patterns in data. It’s used for tasks like clustering, classification and regression. The goal of unsupervised learning is to find groups of similar objects (cluster analysis) or identify patterns that describe a set of observations (classification).
Unsupervised learning can also be used to create a model that describes the relationship between input variables and outputs. This type of modeling is known as regression analysis because it predicts continuous values rather than discrete categories like “spam” or “ham.”
Machine learning is used in many products and services today.
- Machine learning is used in many products and services today.
- Examples of machine learning products and services:
- Amazon Echo, Google Translate, Apple Siri and Facebook’s ad targeting algorithms are all examples of ML applications.
- How does it work? In the simplest terms possible, a computer program learns from data that has been labeled or categorized by people (for example, an image labeled “dog” or an audio recording labeled “meow”). It uses these labels to make predictions about new data without being explicitly programmed how to do so–in other words it figures out what works best on its own through trial and error over time (and sometimes lots of repetition).
I hope this article helped you understand the difference between supervised and unsupervised machine learning. If you want to learn more about other types of machine learning, check out our other articles on deep learning and artificial intelligence!
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May 26, 2022 7:47 p.m.
Looking to build the perfect dream home or renovate a newly acquired house? Remember to keep multi split HVAC solutions in mind as well.
Multi split home systems might seem like an extravagance for most, but it offers incredible features that add even more quality of life improvements for your ideal home.
Aside from adding energy efficiency, it also offers less noise, space savings, and fuss-free maintenance.
One of the biggest benefits of using a multi split system is that it saves valuable space.
With regular split type air-conditioners, you’ll need a dedicated outdoor unit for each one.
With a multi-split, all you’ll need is one.
Multiple indoor units are run from a single outdoor unit, making the use of space efficient.
Along with the additional space, the multi split won’t interfere with the design or aesthetic of your home.
This flexible form factor makes the Multi Split ideal for retrofit installations as well since the unit can fit neatly into any space without cumbersome ducts or extensive piping.
An often overlooked feature of air-conditioning systems is noise.
The impact of the noise that an outdoor unit makes is large. It can spell the difference between a good night’s sleep vs tossing and turning endlessly.
The multi split for residential installations reduces noise emissions for a more peaceful and quieter environment.
The secret is in its shaft-through hybrid scroll structure with bottom compression.
LG’s own R1 compressor reduces noise emission by improving stability and limiting vibration during operation.
The R1 Compressor is a new concept of scroll compressor that combines high-efficiency, low sound levels of the scroll, and the simple structure of the rotary compressor.
True to the company’s vision of a smart home, the LG multi split lets users monitor and control their home HVAC systems with LG ThinQ connectivity for more convenient and efficient operation both in the house, or away from home.
Furthermore, the design of the many LG indoor units makes maintenance service even more convenient for service technicians.
Technicians can also access valuable maintenance information about indoor and outdoor units to more accurately diagnose issues and reduce service times.
LG Philippines Managing Director Sungjae Kim discusses how the multi split system the best HVAC solution for discerning clients.
“Homeowners know what they need for their ideal home and LG understands what customers require to meet those needs. The LG Multi Split provides customers with the optimal residential HVAC solution for ideal home comfort while making life more convenient for homeowners, designers, and HVAC engineers.”
Make your dream home a reality with LG Multi Split. Visit www.lg.com/ph for more information.
You can purchase LG air-conditioners from authorized dealers nationwide.
Never miss a beat: Why you need a failsafe internet backup at home
6:02 p.m. June 7, 2025
Imagine you’re on an important work call while your kids are researching online for a school project when suddenly, the connection drops. Your co-workers’ video freezes, and you hear your kids complaining about the internet. At this point, there is nothing you can do but wait for the connection to be fixed. If you don’t want to be caught in this situation, having a reliable backup is a must. And if you need more reasons why your home needs an “always-on” connection, here are three big ones.
1. Keep Your Productivity on Track
Today, we rely on the internet for almost everything, including our livelihoods. If you work from home, you know that a stable internet connection is non-negotiable. You can’t afford to miss online meetings and important emails or be offline during work hours.
And it’s not just you. If your kids are still studying, they need a reliable connection to finish their schoolwork. We can’t have them scrambling for a hotspot, especially at night. A failsafe backup, like a secondary LTE connection, ensures that everyone stays online by kicking in automatically when your primary line fails. It may not be as fast as your primary connection, but it will keep you connected. This brings us to the second reason…
2. Stay Connected, Especially During Emergencies
We live in an era where being connected is more important than ever—especially during emergencies. Need to contact emergency services? Attending a Telehealth appointment soon? Checking in on a loved one at the hospital for updates? Noticing unusual behavior in your pet and need to research symptoms online? Away from home and want to check your security cameras?
A primary connection with a reliable backup ensures that you’re always online when it matters the most. No need to worry about internet outages when you need access to crucial information or services.
3. Keep the Fun Going
After a long day, you deserve to unwind without frustration. A failsafe setup means that even during an outage, your household can still stream movies, play games, or stay in touch with family and friends.
While productivity and connectivity are top priorities, uninterrupted entertainment ensures that you can relax with confidence. It’s not just about fun—it’s about knowing that your downtime won’t be derailed.
Stay Connected with PLDT Home Always On
A failsafe internet backup isn’t just about avoiding headaches—it’s about being ready for anything. PLDT Home Always On features a built-in backup LTE that activates automatically when Fiber service becomes unavailable due to unexpected fiber cuts. These could be caused by events like cable theft or damage from road digging, tree trimming, extreme weather, and even rodent chewing. It also comes with a new WiFi 6 modem that supports up to 1Gbps on Fiber and UNLI LTE. Plus, it automatically notifies the repair team and creates a service repair ticket for you after 15 minutes.
With this kind of system, you’re future-proofing your home for a more productive, connected, and stress-free life. Don’t wait for the next outage to realize how much you need it. Get PLDT Home Always On today and stay online when it matters most.
Next generation of LG AI TVs is here
7:11 p.m. June 6, 2025
The next evolution in home entertainment is here. Continuing its 12-year legacy of OLED innovation, LG Electronics introduces its 2025 TV lineup, packed with powerful AI, immersive displays, and smart features designed to fit your lifestyle.
With next-level AI performance, intuitive controls, advanced display technology, and a refined user interface powered by enhanced processing, LG’s latest TVs deliver a major leap forward in performance, personalization, and everyday convenience.
Leading the Way in Display Technology: OLED evo and QNED evo
Marking 12 years of OLED excellence, LG continues to raise the bar in home entertainment with its 2025 OLED TV lineup. The latest LG OLED AI B5 delivers lifelike colors and richer hues for a more natural viewing experience, while the LG OLED evo AI C5 enhances brightness with its new Brightness Booster for clearer, more vibrant scenes. At the top of the range, the LG OLED evo AI G5 offers exceptional clarity and immersive visuals in a sleek, premium design—perfect for any modern space.
Pushing boundaries beyond OLED, the LG QNED evo AI impresses with Dynamic QNED Color that brings every scene to life. With a new 100” screen size option, ultra-slim design, and advanced color technology, LG’s QNED evo series redefines what’s possible for these TVs.
Smarter Performance with α-Series AI Processors
LG’s 2025 TVs are powered by the latest lineup of α-series AI processors: α11 AI Processor Gen2, α9 AI Processor Gen8, and α8 AI Processor Gen2, each designed to deliver a smarter, more immersive viewing experience. The α11 AI Processor Gen2 brings the most powerful performance for fast-paced content and premium entertainment. The α9 AI Processor Gen8 delivers incredibly clear and lifelike picture quality. The α8 AI Processor Gen2 ensures smooth and reliable everyday viewing.
With intelligent upscaling, adaptive sound, and content recommendations, LG’s AI processors help create a viewing experience that feels effortless, personal, and elevated.
A Viewing Experience Designed for You
LG’s 2025 OLED TV models learn and adapt to you. With a simple press of the AI button, the screen greets you with a personalized welcome and suggests relevant keywords based on your habits and environment. These TVs enable real-time learning, voice recognition, and accurate content recommendations that evolve over time.
The new Voice ID feature enhances personalization by instantly recognizing individual users without the need for manual profile switching. Just say, “Show me action movies,” and the TV curates content tailored to your viewing preferences. With support for user profiles, customizable Quick Cards, app prioritization, and the intuitive AI Concierge, LG’s 2025 lineup transforms the home screen into a smart, dynamic space that responds to your lifestyle.
Next-Level Picture and Sound, Powered by AI
Elevate your viewing experience with LG’s AI Picture Pro technology that maps each scene in three dimensions, fine-tuning contrast and detail for incredibly lifelike visuals. At the same time, LG’s AI Sound Pro adapts audio in real time, surrounding you with rich, immersive sound that makes every moment feel cinematic.
Remote Control, Reinvented for You
The AI Magic Remote, redesigned for your smart life, comes standard with the 2025 LG OLED lineup. The AI button has been moved front and center for easier access, replacing the previous mic button. Meanwhile, the new Home button replaces the usual Input button, providing quick access to the Home Hub for effortless management of all your connected devices.
Refreshed in design, the remote retains the familiar point, click, and scroll functions, making navigation simple and smooth. Engineered to unify your smart ecosystem, the AI Magic Remote streamlines control across all your devices.
Troubleshooting Made Easy
With LG’s built-in AI Chatbot, assistance is always at your fingertips. First introduced in 2024 and now even smarter, it can easily distinguish between content requests and technical issues. Just long-press the AI button and describe a problem such as “My TV turns on by itself,” and the system quickly scans relevant settings to provide real-time troubleshooting tips, making solutions effortless and quick.
LG’s latest OLED TVs don’t just innovate—they connect with you on a whole new level. With smart technology that adapts to your preferences, every moment at home becomes more immersive, intuitive, and truly yours. Designed to inspire optimism, these TVs help you appreciate the good in today while opening doors to tomorrow’s possibilities through meaningful, connected experiences, because life’s good when your TV feels like it knows you.
Life isn’t just about having the latest technology—it’s about the meaningful experiences it creates and the impact it brings to our everyday lives. Discover more at www.lg.com/ph/tv-soundbars/ and stay connected by following LG Philippines (@lgphilippines) on www.facebook.com/LGPhilippines/, www.instagram.com/lgphilippines/ and www.tiktok.com/@lgphilippines.
Equinix completes acquisition to bolster digital innovation in the Philippines
8:11 p.m. June 3, 2025
Equinix, Inc. (Nasdaq: EQIX), the world’s digital infrastructure company®, recently announced the completion of the acquisition of three data centers in Manila, the Philippines, from Total Information Management (“TIM”), a leading technology solutions provider.
In 2024, the Philippines’ digital economy reached US$45 billion (PhP 2.5 trillion), accounting for 8.5% of the country’s Gross Domestic Product. This encompasses a wide range of digital transactions, including digital-enabling infrastructure, e-commerce, and digital media/content. The growing digital population, advancements in cloud development, and government initiatives—such as the National Broadband Plan and the Digital Philippines Campaign—are also accelerating the nation’s demand for high-performance digital infrastructure and advanced technology like AI.
Equinix hosts more than 2,000 networks globally and has a nearly 40% market share of the on-ramps to the major cloud service providers in the markets in which it operates. These newly acquired data centers also host leading network service providers with four of the main internet exchanges (IXs) in Manila. This robust network ecosystem offers a wide array of connectivity options for businesses that have a presence in the Philippines. With strategic partnerships with AI industry leaders like NVIDIA and HPE, Equinix’s entry into the Philippines will empower local organizations to connect with more than 10,000 companies within Equinix’s extensive global ecosystems, addressing growing demands for digital infrastructure and fostering AI innovation within the nation.
ASEAN has emerged as a premier destination for global businesses, drawing unprecedented foreign direct investment (FDI) inflows of US$230 billion in 2023, despite a 10% decline in global FDI. With a robust data center network spanning Indonesia, Malaysia, and Singapore, Equinix’s facilities in the Philippines will provide global customers and partners the opportunity to build their digital infrastructure in this vibrant market and throughout the wider region.
Cyrus Adaggra, President, Asia-Pacific, Equinix, said: “This expansion is instrumental in fostering interconnection, enabling our customers and partners to scale seamlessly and securely within one of the region’s most dynamic digital economies. By broadening our footprint in the Southeast Asia region, we are not only expanding our digital platform but also supporting the development of cutting-edge AI services and technology, aligning with the governments’ digital ambitions. This move reaffirms our commitment to empowering Philippines with innovative, world-class infrastructure to thrive in an increasingly interconnected world.”
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Data Analyst SQL - Customer Centric Data
UK based remote role with occasional travel to offices (financed)
Salary negotiable dependent on experience up to £60,000
Job Reference J12958
An exciting opportunity has arisen to join a fast growing, digitally focused business that seamlessly connects thousands of buyers with hundreds of sellers. As the company continues to establish its unique identity, the data team is expanding and looking for a Data Analyst to join their dynamic environment. In this role, you will play a key part in driving data-informed decisions by analysing customer behaviour and developing insightful dashboards to support strategic business choices.
• Analyse large customer datasets to identify trends, patterns, and opportunities that support strategic decision-making.
• Build, maintain, and improve dashboards and reports to monitor key performance and customer-related metrics.
• Collaborate with data scientists, engineers, and business stakeholders to understand data requirements and deliver actionable insights.
• Be detail-oriented with strong problem-solving and analytical skills.
Your experience and Skills:
• Have c 2 years of experience in a customer centric data analytics role.
• Have a high proficiency in SQL for data extraction and querying.
• Ideally have working experience with Python, or similar, for data exploration and analysis
• Ideally has experience with data visualisation tools such as Tableau, Power BI, or Metabase etc.
If this sounds like the role for you then please apply today!
Alternatively, you can refer a friend or colleague by taking part in our fantastic referral schemes! If you have a friend or colleague who would be interested in this role, please refer them to us. For each relevant candidate that you introduce to us (there is no limit) and we place, you will be entitled to our general gift/voucher scheme.
Datatech is one of the UK's leading recruitment agencies in the field of analytics and host of the critically acclaimed event, Women in Data. For more information, visit our website: www.datatech.org.uk
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05 Jun, 2025
Every business needs great writing — whether it’s blogs that boost SEO, product descriptions that sell, or emails that convert leads into customers. But writing can be time-consuming and challenging, especially if you want to keep your content fresh, engaging, and error-free. What if AI could help you draft, edit, and publish your writing faster, freeing you to focus on growing your business?
I’m Riten, founder of Fueler — a platform that helps freelancers and professionals get hired through their work samples. In this article, I’m revealing the best free GenAI writing tools you can use in 2025 to write blogs, marketing copy, and more with ease. Yet, it’s not just about using tools — presenting your writing skills with real assignments on your portfolio is what truly wins clients and jobs.
ChatGPT is a revolutionary AI conversational tool that writes human-like text based on your instructions. Whether you need blog ideas, drafts, outlines, or marketing copy, ChatGPT can assist instantly.
Even the best writers need a second pair of eyes. Grammarly’s free AI tool goes beyond spell checking to enhance grammar, punctuation, and clarity.
The Hemingway Editor helps writers simplify complex sentences and improve readability — critical for blogs and marketing content that need to engage a wide audience.
Copy.ai uses AI to generate catchy marketing copy for ads, social media, websites, and emails.
Rytr is an easy-to-use AI writing assistant that supports multiple languages and tones, ideal for bloggers, marketers, and content creators.
These free AI writing tools are fantastic helpers, but your true value as a writer shines through your real work. At Fueler, freelancers showcase their best writing samples, turning AI-assisted drafts into client-winning portfolios. Because clients hire what they see, not just what you say you can do.
Generative AI writing tools are revolutionizing how we create content. They help produce quality drafts faster, enhance clarity, and spark creativity. Whether you’re a freelancer, marketer, or business owner, combining these tools with a strong portfolio on platforms like Fueler will make you stand out and grow your career in 2025 and beyond.
1. Can I use ChatGPT for free to write blogs and marketing content?
Yes, the free ChatGPT version offers powerful text generation for various writing tasks.
2. How does Grammarly improve my writing?
It detects grammar, punctuation, and style errors in real-time, helping you produce error-free, polished content.
3. Is Hemingway Editor free and what does it do?
The online Hemingway Editor is free and helps make your writing clearer and easier to read by highlighting complex sentences.
4. Can AI write marketing copy for social media?
Yes, Copy.ai and Rytr specialize in generating engaging marketing text, ads, and social posts.
5. Are these AI tools a replacement for human writers?
No, they assist and speed up the writing process but your creativity and editing remain essential.
Fueler is a career portfolio platform that helps companies find the best talents for their organization based on their proof of work.
You can create your portfolio on Fueler, thousands of freelancers around the world use Fueler to create their professional-looking portfolios and become financially independent. Discover inspiration for your portfolio
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NOTE: Brian Brown is a guest author for INSUREtrust. He is an expert in cyber liability coverage, and has held a number of senior positions in the insurance industry for over a decade. He may be contacted by email at [email protected] or by phone at 404-849-3004.
In Brian’s previous article, Part 1, he explained why completing a cyber liability insurance application can be challenging and how to think through some of the obstacles involved.
When considering how to tackle a cyber insurance application, it is important to remember that there is no universal application. Each carrier has their own flavor. However, most carriers are willing to work with another carrier’s application and offer a bindable quote. Although different in format, each application has similar sections:
General Information section
The General Information section is the same as for any insurance application, with common fields such as name, address, years in business, etc. One quick note on international companies: Networks do not have national boundaries and trying to insure just the US entity might pose a problem. Also, included in this section may be questions which request a description of services or products provided. This is one area where scrimping on information may be costly, since, as mentioned above, premium is determined on revenues and then discounted based on operations. It is critical that the underwriter has a complete understanding of the business. Any underwriter is going to go to the “About Us” section of the enterprise’s website. Information here, however, may include what the insured may want to become, not what they actually are. The more detailed the description of services or products provided is on the application, the better the ultimate outcome will be. A breakdown of sales by method (online, retail, and wholesale) is invaluable, for instance. Underwriters will penalize for uncertainty or ambiguity. It is in their nature. Details on clients are critical since much of the pricing is determined by the amount of PII the organization collects and maintains.
System Controls section
Typically completed by the IT department, the information from the System Controls section is meant to help underwriters determine how the organization’s controls stack up against its peers. Unsavory individuals will exploit easy targets, so underwriters want assurance that the insured does not fall into that category. Questions will include:
• Technical controls – Firewalls, intrusion detection and antivirus
• Network structure – Including the architecture of the network, number of data centers, number of servers, is there a hosting company, etc.
(If you are an agent and you are hesitant about broaching technical technology subjects because of lack of in-depth knowledge, don’t be. You are not expected to understand the nuances of protection. You are just assisting your client in accurately representing their security posture with respect to a baseline standard for that particular industry. Just as you don’t need to know the exact water flow necessary for an automatic sprinkler system to write property insurance, you don’t need to know the intricacies of information security to write cyber.
It may be helpful to think of the exposure in terms of “Realms”:
• Network – This is loosely defined as the information contained digitally within the system.
• Remote Access – For employees not working within the network, this is how they access the system’s functionality and how it is protected. Also, since access is typically through laptops, the protection of laptops is critical. One of the largest loss areas is lost or stolen laptops. Encryption of laptops may be the best “bang for your buck” risk management investment available. Hard drive encryption is surprisingly inexpensive. There are even free sources, such as TrueCrypt. The additional protection afforded is enormous.
• Wireless – The lessons of the DSW loss have tightened these controls in nearly all instances, so now this realm is normally secure.
• Vendors – In some cases, part of the network’s functionality lies with third party vendors. These vendors could be responsible data storage, hosting, managed security, backup tape storage, etc. Contracts with these providers should be included with the application if possible, and should contain hold harmless and indemnity clauses. The language in such contracts will demonstrate that contractual protections are in place and also offer a sense of how the network is structured.
General Security section
In the General Security section, there may be questions that will give an indication of the corporate orientation with regard to digital and privacy risks. Questions such as, “Do you have a formal security and privacy program in place?” and “Is training given to employees with regard to security and privacy?” are examples. The answers will have an impact on the amount of credit given by underwriters because one of the elements that has the most impact on an underwriter’s comfort (reflected in the price) is management’s attitude and their willingness to expend resources on security and privacy.
• Backup Tape Procedures – Many claims have occurred due to lost or misplaced backup tapes. Networks need regular (usually daily) backups in case something devastating should happen. The enterprise has the assurance that they can re-create the network quickly back to its previous state and little data will be lost. However, by necessity, all the data on the network is now exposed to compromise. Most organizations hire an outside firm to transport and store tapes. These might be picked up in a locked box which was left the night before. Or, another method is to ship tapes via air carrier. (There was one claim where an airfreight carrier was used and the package with the tapes never arrived. A large loss was paid because the PII may have been compromised.) Ideally, backup tapes should be encrypted. State laws, as a rule, consider encrypted data to be similar to shredded documents, which do not require notification.
• Website Media and Extortion – As cyber evolved, additional coverages were added to address specific loss instances. Cyber Extortion and Website Media are two examples.
o Cyber Extortion primarily occurred in the mid 1990’s when cyber thieves would steal data and extort the organization for money: “Give me a half a million dollars, and I won’t post your information on the Internet.” This quickly fell out of vogue since there had to be a physical exchange and law enforcement was able to capture perpetrators.
o Website Media is a standard cyber coverage because some General Liability policies may not appropriately cover this new form of advertising, particularly if the company can be construed as being “in the business of advertising.” Therefore, the application asks questions regarding content, such as “Who creates content?” and “If content is not original, how is the company protecting itself against copyright suits?”
When asked if anyone ever tried to break into his system, one CIO checked his watch and said, “There are about a dozen right now… School is out.” If the answer to any of the claim questions is “Yes,” a narrative is mandatory. It may be that privacy losses are a regular occurrence. A good example would be a hospital, where an incorrect email is used when sending personal medical information or a medical file is inadvertently left unattended. A short narrative will put the underwriter at ease and also help fix an appropriate deductible amount.
To get a quote, you need to complete a cyber application
Cyber coverage appears here to stay. Agents, brokers and companies need to address this emerging exposure to loss. There is a multitude of pre-loss security and privacy measures such as encryption, technical security precautions and employee awareness training, but ultimately an informed business decision should be made regarding the purchase of cyber insurance. In order to obtain a quote, a cyber application is necessary.
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This Privacy Statement applies to joinfitefit.com owned and operated by F.I.T.E. Fit. This Privacy Statement describes how we collect and use the information, which may include personal data, you provide on our website: joinfitefit.com. It also describes the choices available to you regarding our use of your personal data and how you can access and update this data.
The types of personal data that we collect include:
- Your first name, last name, email address, phone number, and home address;
- Credit card details (type of card, credit card number, name on card, expiration date, and security code);
- Student data, including class dates, clothing sizes, gender identification, special requests made, observations about your service preferences;
- Data you provide regarding your marketing preferences or in the course of participating in surveys, contests, or promotional offers;
You may always choose what personal data (if any) you want to provide to us. However, if you choose not to provide certain details, some of your transactions with us may be impacted.
SMS opt-in consent or phone numbers for SMS purposes will NOT be shared with third parties and affiliates for marketing purposes.
Data We Collect Automatically
We use your personal data for the following purposes:
- Reservations: We use your personal data to complete and administer your online request.
- Customer Service: We use your personal data to provide customer service.
- Guest Reviews: We may use your contact data to invite you by email to write a visitor review after your visit. This can help other visitors to pick the courses that suits them best. If you submit a guest review, your review may be published on our website.
- Marketing Activities: We also use your data for marketing activities, as permitted by law. Where we use your personal data for direct marketing purposes (e.g. commercial newsletters and marketing communications on new products and services or other offers we think may be of interest to you), we include an unsubscribe link that you can use if you do not want us to send messages in the future.
- Other Communications: There may be other times when we contact you by email, mail, phone, or texting, depending on the contact data you share with us. There could be a number of reasons for this:
- We may need to respond to and handle requests you've made.
- Analytics, Improvements, and Research: We use personal data to conduct research and analysis. We may involve a third party to do this on our behalf. We may share or disclose the results of such research (including to third-parties) in anonymous, aggregated form. We use your personal data for analytical purposes to improve our services, enhance the user experience, and improve the functionality and quality of our online fitness services.
- Security, Fraud Detection, and Prevention: We use the information, which may include personal data, in order to prevent fraud and other illegal or infringing activities. We also use this information to investigate and detect fraud. We can use personal data for risk assessment and security purposes, including the authentication of users. For these purposes, personal data may be shared with third parties, such as law enforcement authorities as permitted by applicable law and external advisers.
- Legal and Compliance: In certain cases, we need to use the information provided, which may include personal data, to handle and resolve legal disputes or complaints, for regulatory investigations and compliance, or to enforce agreement(s), or to comply with lawful requests from law enforcement insofar as it is required by law. If we use automated means to process personal data which produces legal effects or significantly affects you, we will implement suitable measures to safeguard your rights and freedoms, including the right to obtain human intervention.
- In view of purposes A and B, we rely on the performance of a contract: The use of your data may be necessary to perform the contract that you have with us. For example, if you use our services to make an online request, we will use your data to carry out our obligation to complete and administer that request under the contract that we have with you.
- In view of purposes C - H, we rely on its legitimate interests: We use your data for our legitimate interests, such as providing you with the best appropriate content for the website, emails, and newsletters to improve and promote our products, services, and the content on our website, as well as for administrative, fraud detection, and legal purposes. When using personal data to serve our legitimate interests, we will always balance your rights and interests in the protection of your information against our rights and interests.
- In respect of purpose H, we also rely, where applicable, on our obligation to comply with applicable law.
- Where needed under applicable law, we will obtain your consent prior to processing your personal data for direct marketing purposes.
If needed in accordance with applicable law, we will ask for your consent. You can withdraw your consent anytime by contacting us at any of the addresses at the end of this Privacy Statement.
If you want to object to the processing set out under C-F and there's no opt-out mechanism available to you directly (e.g. in your account settings), to the extent applicable, please contact .
- MarketMuscles.com: We've teamed up with MarketMuscles, LLC. (www.marketmuscles.com) (hereafter MarketMuscles) to offer you our online request services. While we provide the content to this website and you make a request directly with us, the requests are processed through MarketMuscles.com. The information you enter into this website will therefore also be shared with MarketMuscles.com and its affiliates. This information may include personal data including your name, your contact details, your payment details, the names of students, and any preferences you specified when making a request.
- To find out more about the MarketMuscles.com corporate family, visit About MarketMuscles.com.
- MarketMuscles: Your personal data might be shared with MarketMuscles, LLC., the company which operates this website and the website marketmuscles.com.
- Third-party service providers: We use service providers to process your personal data strictly on our behalf. This processing would be for purposes as included in this Privacy Statement, such as facilitating request payments, sending out marketing material, or for analytical support services. These service providers are bound by confidentiality clauses and are not allowed to use your personal data for their own purposes or any other purpose.
- Competent authorities: We disclose personal data to law enforcement and other governmental authorities insofar as it is required by law or is strictly necessary for the prevention, detection or prosecution of criminal acts and fraud.
International Data Transfers
The transmission of personal data as described in this Privacy Statement may include overseas transfers of personal data to countries whose data protection laws are not as comprehensive as those of the countries within the European Union. Where required by European law, we shall only transfer personal data to recipients offering an adequate level of data protection. In these situations, we make contractual arrangements to ensure that your personal data is still protected in line with European standards. You can ask us to see a copy of these clauses using the contact details below.
MarketMuscles observes reasonable procedures to prevent unauthorized access to, and the misuse of information, including personal data. We use appropriate business systems and procedures to protect and safeguard information including personal data. We also use security procedures, technical, and physical restrictions for accessing and using the personal data on our servers. Only authorized personnel are permitted to access personal data in the course of their work.
We will retain your information, which may include personal data, for as long as we deem it necessary to provide services to you, comply with applicable laws, resolve disputes with any parties, and otherwise as necessary to allow us to conduct our business, including to detect and prevent fraud or other illegal activities. All personal data we retain will be subject to this Privacy Statement. If you have a question about a specific retention period for certain types of personal data we process about you, contact us using the contact details included below.
Your Choices and Rights
We want you to be in control of how your personal data is used by us. You can do this in the following ways:
- You can ask us for a copy of the personal data we hold about you;
- You can inform us of any changes to your personal data, or you can ask us to correct any of the personal data we hold about you;
- In certain situations, you can ask us to erase, block, or restrict the processing of the personal data we hold about you, or object to particular ways in which we are using your personal data; and
- In certain situations, you can also ask us to send the personal data you've given us to a third party.
Where we are using your personal data on the basis of your consent, you are entitled to withdraw that consent at any time subject to applicable law. Moreover, where we process your personal data based on legitimate interest or the public interest, you have the right to object at any time to that use of your personal data, subject to applicable law.
We rely on you to ensure that your personal data is complete, accurate, and current. Be sure to inform us as soon as possible regarding any changes to or inaccuracies in your personal data by contacting . We will handle your request in accordance with the applicable law.
No mobile information will be shared with third parties/affiliates for marketing/promotional purposes. All other categories exclude text messaging originator opt-in data and consent; this information will not be shared with any third parties.
OPT IN CONSENT: By submitting your phone number, you are authorizing to send you text messages and notifications. Message/data rates apply. Reply STOP to unsubscribe to a message sent from us.
Questions or Complaints
If you have questions or concerns about our processing of your personal data, or if you want to exercise any of the rights you have under this notice, you are welcome to contact us at . You may also contact your local data protection authority with questions and complaints.
Changes to the Notice
Just as our business changes constantly, this Privacy Statement may also change for time to time. If you want to see changes made to this Privacy Statement from time to time, we invite you to access this Privacy Statement to see the changes. If we make material changes or changes that will have an impact on you (e.g. when we start processing your personal data for purpose other than those set out above), we will contact you prior to starting that processing.
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If you decide to delete your VideoAsk account, you'll lose all the data stored in it. Account deletion is permanent and we're unable to offer a backup solution.
⚠️ Important: Deleted accounts, videoasks, and responses cannot be recovered. Please be sure you really don't need any of the data in your account before deleting it. 🙏
If you want to go ahead and delete your account, here's how:
Click the Account & Org settings icon in the bottom left corner of your VideoAsk account:
Select My Account:
Scroll down and if you're sure you want all data and videoasks to be removed from our system permanently, click Delete my account:
Read the warning message, type in your name to confirm, then click I'm ready to delete everything:
And that's it, all your data has been removed from our system and your account has been permanently deleted. We hope to see you again soon. 🤗
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In a groundbreaking development, Hyderabad has taken a significant leap in the realm of healthcare technology with the launch of the world’s first AI-powered healthcare monitoring app. This innovative app promises to revolutionize how we monitor our health by providing personalized, real-time insights into our well-being. Imagine having a personal health assistant in your pocket, guiding you with accurate health information and alerting you to potential issues before they become critical. This app is designed to do just that, combining advanced AI algorithms with user-friendly features to offer a comprehensive health monitoring experience.
If you’ve ever felt overwhelmed by the complexities of managing your health, this new app could be a game-changer. In this article, we will explore how this AI-powered app works, why it’s a significant advancement in healthcare, and what it means for users in Hyderabad and beyond. You’ll discover the benefits of using this technology and how it stands to transform the way we approach health monitoring.
The Power of AI in Healthcare: How This App Works
At the heart of this new healthcare monitoring app is advanced AI technology that continuously analyzes data from various sources, including your daily activities, vital signs, and even your genetic information. The app uses this data to provide personalized health insights, track potential risks, and suggest preventive measures. Whether you’re managing a chronic condition or just want to stay on top of your health, this app offers real-time updates that keep you informed about your well-being. It’s like having a doctor with you at all times, providing the right advice exactly when you need it.
Why This AI-Powered App is a Game-Changer for Hyderabad
Hyderabad has long been recognized as a hub for technological innovation, and the launch of this AI-powered healthcare app only cements its reputation further. In a city where the population is increasingly tech-savvy and health-conscious, this app meets a growing demand for accessible, reliable health monitoring tools. The app’s ability to provide accurate, timely health information is particularly valuable in today’s fast-paced world, where people often struggle to find time for regular health check-ups. By integrating this app into their daily routines, users can gain more control over their health and potentially prevent serious health issues before they arise.
Exclusive Benefits for Early Adopters in Hyderabad
For those eager to embrace this new technology, there are exclusive benefits available. Early adopters of the app can enjoy special features and additional health tracking tools that are designed to enhance the user experience. These benefits not only make the app more attractive but also provide a comprehensive package for those who are serious about their health. Keep an eye out for promotional offers and discounts that could make your transition to AI-powered health monitoring even more rewarding.
Key Specifications and Features of the AI-Powered App
This AI-powered healthcare monitoring app is packed with features that make it a must-have for anyone looking to take control of their health. The app offers real-time monitoring of vital signs, personalized health reports, and even alerts you to potential health risks based on your unique health profile. The interface is designed to be user-friendly, ensuring that even those who are not tech-savvy can easily navigate and use the app’s features. Additionally, the app is compatible with a wide range of devices, making it accessible to a broad audience. With robust security measures in place, users can rest assured that their health data is safe and private.
In conclusion, the launch of the world’s first AI-powered healthcare monitoring app in Hyderabad marks a significant milestone in the field of health technology. By offering personalized, real-time health insights, this app has the potential to change the way we manage our health. Whether you’re looking to stay ahead of potential health issues or simply want to keep a closer eye on your well-being, this app provides the tools you need to take control of your health in a convenient and effective way.
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Browse 396 Best Social Media Tools
Tufa.io is an AI-powered social media management tool that automates post creation and scheduling across multiple platforms. It uses artificial intelligence to generate industry-specific, engaging content tailored to target audiences, streamlining social media workflows for businesses and marketers. Users might choose Tufa.io to save time, maintain consistent posting schedules, and improve brand visibility and engagement on social media without extensive effort or expertise.
Reddibee is a specialized analytics and research tool for Reddit, offering features like subreddit discovery, analysis, and mapping. It's designed for marketers, researchers, content creators, and regular Reddit users who want to gain deeper insights into Reddit communities and trends. By providing data-driven analytics and discovery tools, Reddibee helps users make informed decisions about their Reddit engagement strategies, saving time and offering a competitive advantage in understanding and leveraging the platform's diverse communities.
Thumbnail Labs is a web-based tool designed for YouTube content creators to preview and optimize their video thumbnails across various YouTube interfaces and device sizes. It allows users to see how their thumbnails will appear in different contexts, such as the home page, sidebar, mobile app, and search results. By using this tool, creators can ensure their thumbnails are visually effective, potentially increasing click-through rates and overall video performance. It's particularly useful for those looking to gain a competitive edge, make data-driven decisions, and maintain professional quality across their YouTube content.
BuzzClip is an AI-powered platform that generates User Generated Content (UGC) videos for TikTok in under 60 seconds. It offers a library of AI avatars, pre-generated hooks, and customization options, allowing brands and marketers to quickly create multiple versions of viral-style content. Users might choose BuzzClip for its cost-effectiveness, time-saving capabilities, and ability to streamline the TikTok content creation process, all while retaining full commercial rights to the videos produced.
Reap.video is an AI-powered video repurposing tool that transforms long-form videos into short, engaging clips optimized for social media platforms. It automatically extracts the most captivating segments, adds subtitles, incorporates AI-selected b-roll footage, and adapts content for various formats like Instagram Reels, YouTube Shorts, and TikTok. Content creators, marketers, and social media managers might use this tool to increase their visibility, save time, reach a global audience, and maintain professional quality across their video content.
Unbaited is a browser extension that uses AI to filter out engagement bait from social media feeds, particularly on platforms like Twixxer. Created by Daniel Petho, it aims to improve users' online experience by removing clickbait, sensationalized content, and other manipulative posts designed to artificially boost engagement. By utilizing this tool, users can enjoy a cleaner, more relevant feed, potentially saving time and reducing stress associated with excessive exposure to low-quality content on social media.
Creator Buddy is an AI-powered tool designed to help content creators optimize their presence on X (formerly Twitter). It offers features like content analysis, algorithm insights, AI-assisted content creation, and engagement tools. Content creators, marketers, and businesses might use Creator Buddy to improve their posts, increase engagement, save time, grow their following, and gain a competitive edge on the platform.
Reachy is an AI-powered LinkedIn automation tool designed to help users expand their professional network, acquire customers, and generate leads on autopilot. It automates outreach based on various triggers, such as LinkedIn event registrations, group memberships, post interactions, and competitor followings. Unlike risky browser extensions, Reachy operates as a safe desktop application for both Mac and Windows, ensuring privacy and compliance. It is GDPR-compliant, trusted by thousands of users, and well-reviewed for its effectiveness in outreach and business development. Reachy provides an efficient solution for professionals looking to scale their LinkedIn engagement and build meaningful connections.
Memenome appears to be a social media analytics tool designed to track and analyze trends across various platforms. It likely offers features for monitoring hashtags, posts, engagement metrics, and trending content. This tool would be valuable for social media creators, marketers, and businesses looking to stay ahead of current trends, optimize their content strategy, and gain deeper insights into audience behavior. By providing real-time data and analytics, Memenome could help users make informed decisions, create more engaging content, and ultimately improve their social media performance and reach.
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Are you struggling to get your AI agent to deliver accurate and relevant responses? Many developers find that traditional knowledge base approaches – relying solely on structured databases or simple keyword searches – fall short when dealing with the complex nuances of human language. Traditional methods often fail to understand the context of a query, leading to frustratingly irrelevant answers and wasted development time. This post will delve into whether vector databases are the right solution for building your AI agent’s knowledge base, exploring their strengths and weaknesses and offering actionable insights.
Before diving into vector databases, let’s acknowledge why traditional approaches often struggle. Most standard database systems operate on exact matches – they search for strings that exactly correspond to your query. This works well for simple data retrieval but completely misses the point when dealing with natural language. Consider a user asking “What are some good Italian restaurants near me?” A relational database might only find entries specifically labeled “Italian Restaurants,” missing broader concepts like cuisine types or ambiance. Large Language Models (LLMs), while powerful, still rely on external knowledge to augment their responses, and without an efficient way to access that knowledge, their performance suffers.
Furthermore, scaling traditional keyword-based systems can become incredibly complex as your knowledge base grows. Maintaining indexes and optimizing search speed becomes a significant operational burden. Early estimates suggest that companies lose up to 20% of productivity due to inefficient information retrieval – a problem exacerbated by poorly designed knowledge bases. This inefficiency directly impacts the ROI on your AI agent’s development.
Vector databases offer a fundamentally different approach. Instead of searching for exact matches, they store data as numerical vectors (embeddings) that represent the semantic meaning of each piece of information. This means that similar concepts – even if expressed differently – will have vectors that are close to each other in the vector space. This allows for semantic search – finding information based on its *meaning* rather than just keywords.
The process begins with converting your knowledge base content (documents, FAQs, articles) into these numerical vectors using an embedding model. These models – often based on transformers like BERT or OpenAI’s embeddings – are trained to capture the underlying semantic relationships within text. For example, the sentences “A fast car” and “A speedy automobile” would generate very similar vector representations because they share a core meaning.
Feature | Traditional Database (SQL) | Vector Database |
Search Method | Exact Match, Keyword Search | Semantic Similarity – Based on Vector Embeddings |
Data Representation | Structured Data (Tables) | Vectors (Numerical Representations of Meaning) |
Scalability | Can become complex and slow with large datasets | Designed for high-speed similarity search across massive datasets |
Use Cases | Transaction processing, reporting | RAG (Retrieval Augmented Generation), Semantic Search, Recommendation Systems |
The benefits of this approach are significant. Vector databases enable retrieval augmented generation (RAG) – a powerful technique where the LLM uses the retrieved knowledge to generate more accurate and contextually relevant responses. This dramatically improves the quality and reliability of your AI agent’s output.
Vector databases are particularly well-suited for scenarios involving:
For instance, a customer support chatbot utilizing a vector database could understand “How do I return an item?” even if the user doesn’t explicitly mention the word ‘return’. The system would retrieve relevant documentation on the returns policy based on semantic similarity.
While vector databases offer substantial advantages, they aren’t a silver bullet. Some key considerations include:
An e-commerce company used to rely on keyword search for product recommendations. Users often struggled to find exactly what they were looking for, leading to abandoned carts. By implementing a vector database and RAG, they drastically improved the user experience. The system now understands customer queries like “I’m looking for a comfortable running shoe for beginners” and can retrieve relevant products based on features (comfort, runner type) rather than just keywords. This resulted in a 15% increase in conversion rates.
Q: Are vector databases more expensive than traditional databases? A: It depends on usage volume and chosen provider. Initial setup costs can be higher, but long-term operational costs may be lower due to optimized search speeds.
Q: How do I choose the right embedding model? A: Consider your data’s domain, query complexity, and desired accuracy. Experiment with different models to find the best fit.
Q: What are some popular vector database options? A: Pinecone, ChromaDB, Weaviate, Milvus, and Qdrant are widely used choices.
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Today, we’re excited to announce the complete 2020 cohort of Fellows, who begin March 2020.
With origins spanning over seven countries across five continents, and a proven track record of impact, the inaugural class of Fellows at the Portulans Institute is one highlighted by the talent and diversity of its people and projects.
An activist and coder aiming to help developing countries increase their technological readiness. A Ph.D. candidate focused on how innovation can be more equally distributed globally. A human rights expert looking to analyze the discriminatory effects that arise from the use of automated decision-making systems. A lawyer aiming to expand the scope of the Network Readiness Index, with a specific focus on AI and the future of work.
These are just some of the inaugural Portulans Institute Fellows. Over the next year, these Fellows will conduct research and create outputs related to human capital, technology readiness, and innovation policies, and represent Portulans Institute as an expert ambassador.
As we enter the new decade, the role of talent, innovation, and ICT for sustainable growth is expanding and they are key to the competitiveness of countries around the world, and the Portulans Institute aims to ensure this movement advances.
Siyoa Li: Li plans on producing two research projects during the time of her fellowship. One project will study the public comments channel that foreign governments and the private sector use to provide information to the USTR about intellectual property practices in foreign countries, and maps out the patterns that are involved in the process using novel text analysis methods. The second project will use various data sources to assess intellectual property institutions in different countries, and demonstrates how the gap between intellectual property protection in multinational firms’ countries of origin and countries of investment gradually closes over time, as a result of actions from relevant stakeholders such as firms, the home government, and the host government.
Kushlesh Kumar: During his fellowship, Kushlesh’s core issue will be based on the certification in AI readiness and pertaining areas. Furthermore, he aims to learn and grow his understanding of AI, while also producing a detailed presentation of his findings.
Olena Mykhalchenko: Throughout her fellowship, Olena hopes to extend her previous research project and deliver a workable strategy for harmonizing stakeholder interests in the context of data governance to support innovation readiness. This strategy would come in the form of a white paper that would lay out specific steps that international negotiators can take to support the convergence and evolution of privacy frameworks, digital trade policies, and regulatory stances on artificial intelligence. She also aims to organize an event with partner organizations to present the strategy and discuss with participants how practitioners can use and improve the guidelines.
Anass Sedrati: During his fellowship, Sedrati will focus on the themes related to the Network Readiness Index (NRI), as he is particularly interested in the combination of different metrics related to governance and people, and how they impact the level of Network Readiness in different countries. He hopes to write a research paper focused on the African context, and more specifically on aspects related to Digital Governance.
Niousha Roshani: While a Fellow at the Portulans Institute, Roshani plans on producing two outputs. Firstly, she aims to highlight and harness knowledge produced in AI technologies across Latin America and Africa in order to examine the risks, insights, and possibilities of AI in a local and contextualized framework. Secondly, she hopes to produce an event (or a series of events) that focuses on booming new AI technologies created by young talents of African descent in Africa and Latin America that have helped to address many of our global challenges and point the way to a bottom-up solution to the inherent ethical and practical problems of the expansion of AI.
Rafael Escalona Reynoso: Rafael’s focus as a Fellow at the Portulans Institute will be to help develop a Global Innovation Index Community of Practice (GIICoP). This initiative will aim at finding the appropriate channels to bring together policy analysts from the public and private sectors and researchers from around the globe – including from international organizations, think tanks and academia – to foster a practical exchange of experiences in the use of the wide range of findings stemming from the GII. The initiative will focus on three core ideas: developing best practices for ways in which the GII can be used as a decision-making tool, how its results can be communicated to the wider public, and what interpretations should be avoided.
Yasodara Cordova: Yaso will advise on how the Global Innovation Index, the Network Readiness Index, and the Global Talent Competitiveness Index can be connected to practical actions, supporting the creation of accessible, open guidelines geared towards countries in development.
We would also like to thank everyone who submitted an application to become a Fellow, as we are truly grateful for the significant number of applications received in such a short period of time.
Sign up for our newsletter to stay up to date on the work of our Fellows, then meet our complete 2020 cohort of Fellows below.
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Exploring Practical AI Applications in Real Life Scenarios
We all know that Artificial Intelligence (AI) is changing how we live and work and transforming our world socially, economically, and politically. AI algorithms have the ability to understand, think logically, and fix their own mistakes. AI applications in real life have progressed dramatically in recent years and may now be found in practically every business industry. Many programs and services that assist us in doing routine tasks in several disciplines, such as healthcare, agriculture, finance, and manufacturing, are now driven by AI.
In this essay, we will discuss the remarkable progress of AI in effectively utilizing various resources and its fast-paced improvement in several real-life applications.
Artificial Intelligence (AI) nowadays has transformed into a significant trend, and we can hear about AI applications in real life in various fields, from healthcare to finance systems and from manufacturing to agriculture. Artificial intelligence generally refers to the replication of human intellectual processes by machines, particularly computer systems. Through an ingenious combination of computer science, algorithms, machine learning as a service, and data science, AI can solve tasks with performance comparable to human experts. In other words, AI includes any system with the ability to sense, reason, engage, and learn, which can be used in various majors such as Planning, Robotics, Vision, Speech, Expert Systems, Natural Language Processing, etc. Figure 1 shows the AI landscape and its main seven subsets.
One of the main AI classes is machine learning (ML). ML is a subset of AI that provides intelligence to machines with the capability to learn automatically from experience. Machine Learning is based on the notion that machines can learn from past data, recognize patterns, and make decisions using algorithms. Going further, Deep Learning (DL) represents a subclass of ML. The concept of Deep Learning draws its inspiration from the way biological neurons process information. As a result, Deep Learning can provide AI agents with the ability to mimic the human brain. The system becomes independent of an expert's ability to detect and extract distinguishing features between objects of interest by employing numerous layers to gradually extract higher-level features from the raw input.
In the past, applying AI in real life was about greater success, but it has been almost a decade since adopting AI technology became necessary for enterprises' survival. Artificial intelligence-based technologies are currently widely employed in a variety of applications. This essay will take a close look at four applications: healthcare, finance, agriculture, and manufacturing. Aside from these uses, AI plays an essential role in various other disciplines, including education, lifestyle, ecology, navigation, robotics, human resources, gaming, social media, astronomy, travel and transportation, and many more. Artificial intelligence may assist educators in automating administrative duties, digitizing course content, and monitoring pupils. In terms of lifestyle, AI has a significant impact, such as delivering accurate spam filters, facial recognition, and recommender systems. Blind recruiting is aided by artificial intelligence. One may assess apps using machine learning tools depending on certain factors.
AI-powered systems may scan job candidate profiles and resumes to offer recruiters with an overview of the talent pool from which to pick. In a nutshell, the integration of AI into various sectors has ignited a transformative wave of innovation. One of the applications of machine learning in ecology is biodiversity monitoring, which involves species identification and population tracking. These actions contribute to surveillance efforts. Figure 2 shows the companies that have AI products and services in various applications, particularly in healthcare, finance, manufacturing, and agriculture. You can observe various companies such as providing state-of-the-art technology in the aforementioned fields in picture. For instance: AssemblyAI, C3, Width, Saiwa, MURF, OpenAI, and MonkeyLearn.
AI has demonstrated its potential to make tasks more streamlined and significantly closer to perfection. In the sequel, we will explore how AI establishes itself as an indispensable tool in each of the aforementioned areas.
AI Applications in Real Life
Recently, Artificial Intelligence has increasingly become an integral part of medicine and healthcare systems. Here, doctors and experts hold AI methods such as image processing techniques, in high regard as a pivotal area in medical science. AI is now extensively employed to support diverse medical tasks, and each day brings innovative and beneficial advancements in this field. In particular, AI plays a significant role in enhancing medical imaging, enabling early detection and diagnosis, and providing surgical assistance, among other duties.
One of the standout AI applications in real life involves assisting in improving the accuracy and clarity of medical images, including MRI, CT scans, and X-rays. This advancement leads to better visualization of abnormalities.
Typically medical images require enhancements to achieve a better diagnosis. Consequently, notable image processing algorithms like denoising, deblurring, and resolution enhancement play a significant role in this field. Alongside these interpretations, AI also plays a critical role in other aspects of the medical field. One of the most famous examples of this is about predicting, especially contagious diseases like the effective measures taken during the COVID-19 pandemic to prevent its excessive spread. When the COVID-19 epidemic struck, it made things extremely difficult for healthcare. However, it prompted many healthcare organizations throughout the world to experiment with novel approaches to employ AI such as monitoring and screening patients.
One of the most common uses of AI applications in real life is in the financial field. Artificial intelligence’s influence on the finance sector spans diverse domains, revolutionizing traditional practices with its advanced capabilities. Obviously, AI is caused a significant shift in the financial industry. It's clear that it will indeed alter the way banks, financial institutions, and investors conduct their operations, entirely. Here, we aim to review some of the most common AI applications in finance and explore how they are changing the industry. For instance, customers seeking assistance with wealth management products may simply obtain the information they want via SMS text messaging, or online chat, both of which are driven by AI.
Recently, AI has been employed in algorithmic trading. Several methods, such as sentiment analysis, predictive modeling, high-frequency trading, etc., can effectively analyze market patterns, detect trends and make predictions about future prices. Moreover, critical issues exist within the finance industry and one concern about this is financial fraud and some illegal practices. Fortunately, AI has offered solutions for this predicament. It can analyze actions and apply useful AI algorithms such as anomaly detection, identification verification, and pattern recognition to identify and prevent the risk of fraud in the market which humans can easily miss, thus saving businesses and individuals from significant loss. Additionally, it’s noteworthy that the use of AI applications in finance has decreased the investment failure risk in this field.
Agriculture stands as one of the most ancient and crucial sectors globally. The world's population is rapidly growing, and the need for food is on the rise. Combining the terms AI and agriculture might appear as a strange pairing. However, AI has transformed into a milestone in this field lately. AI has embarked on a journey that is becoming a revolution in agriculture.
Nowadays, due to developing technology and flowing the Ai applications in real life, farmers can not only monitor the health of their crops using AI-powered drones but also, recently, it has become clear that AI can improve agricultural decision-making. Specifically, farmers can make better decisions and analyze their farming methods using AI technology, which leads to heightened efficiency in agriculture. Algorithms such as plant counting or counting trees are utilized to determine their effectiveness.
Artificial intelligence is utilized to detect soil flaws and nutrient deficits. AI-enabled drones (Figure 3) can identify where weeds are growing using computer vision and machine learning techniques. AI bots can assist in harvesting crops at a higher volume and rate than human employees.
AI has had a notable impact on the manufacturing sector, enhancing the manufacturing process through various improvements brought about by the utilization of state-of-the-art artificial intelligence algorithms. There are numerous potential applications in this field. AI is being utilized in manufacturing to automate operations, optimize production, and enhance quality control.
Additionally, AI improves defect detection by using advanced image processing methods to automatically categorize imperfections across a wide range of industrial items. For instance, AI is used for quality assurance and inspections through the implementation of computer vision. This technology utilizes advanced cameras to monitor each stage of manufacturing, enabling the identification of defects with the assistance of AI. While it's one of the most useful applications of AI in manufacturing, AI also is used in many aspects of industry and production, such as energy efficiency, data analysis, and safety monitoring. Moreover, considering the increasing data every day, this field is expected to hold greater potential for receiving positive developments in manufacturing through the use of AI applications in real life.
Manufacturing processes may benefit from intelligent and smarter factories that increase efficiency while decreasing costs. AI may be used in vehicle assembly, supply chain optimization, factory floor robots, enhancing performance using sensors, designing automobiles, and post-production operations.
We are currently undergoing a significant change in how we manufacture products due to the integration of digital technology into the production process. This shift is so significant that it's referred to as Industry 4.0, signifying the fourth major manufacturing revolution. The idea behind the Industry 4.0 revolution was constructed upon the three previous industrial revolutions: the initial revolution involving mechanization through water and steam power, the second revolution centered on mass production with the help of electricity, and the third revolution marked by computerization with automation.
Industry 4.0 is defined by the rise of automation and the utilization of artificial intelligence in factories. In other words, Industry 4.0 is where innovation meets manufacturing, as machines are powered by artificial intelligence and factories become dramatically smarter. Without a doubt, artificial intelligence stands as a highly sustainable criterion in this major shift. Factories generate vast amounts of data, and this phenomenon is continuously increasing. As data continues to increase, the potential results that Artificial Intelligence can achieve, become even more remarkable.
AI Treasure Hunt
One exciting real-life application of AI is the concept of an AI Treasure Hunt. This innovative activity merges AI technologies with the thrill of scavenger hunts, providing participants with a unique, interactive experience. In an AI Treasure Hunt, artificial intelligence is used to create clues, analyze participant behavior, and dynamically adjust the difficulty of the game based on real-time data.
Imagine a city-wide treasure hunt where AI systems use machine learning to generate location-specific challenges. For example, participants may receive clues on their smartphones that are personalized based on their current location, time of day, or even previous choices in the game. AI can also analyze patterns in how teams solve puzzles, making the game progressively more challenging or accessible, ensuring a fun experience for everyone.
AI's ability to process vast amounts of data quickly means it can adapt the hunt in real-time, responding to participant strategies or even unforeseen events, such as changes in weather. This not only enhances engagement but also showcases
In recent years, AI in Mineral Exploration has brought groundbreaking advancements, providing enhanced precision and efficiency in discovering valuable resources. By integrating data-driven insights, AI algorithms analyze geological data to predict potential mining sites, reducing the costs and environmental impact associated with traditional exploration methods. Machine learning models process vast datasets, including geophysical, geochemical, and satellite imagery, to identify patterns indicative of mineral deposits.
This approach not only accelerates exploration but also minimizes risks by highlighting the most promising locations. Through its ability to process complex and diverse data, AI is transforming mineral exploration, leading to more sustainable and profitable operations in the mining industry.
AI in Archaeology is transforming how we discover, analyze, and preserve ancient artifacts and sites. Through advanced machine learning and computer vision, AI can analyze satellite and drone imagery to detect potential archaeological sites in hard-to-reach areas. Algorithms also assist in interpreting ancient texts, reconstructing damaged artifacts, and identifying the origins of items, offering archaeologists new insights into historical civilizations.
Furthermore, AI helps preserve sites by predicting risks based on environmental and human activity data, aiding in long-term conservation. This technology accelerates discoveries, allowing researchers to piece together history faster and more accurately, creating a richer understanding of ancient cultures and lost civilizations.
The development and evolution of AI technology are happening at a rapid pace. The future of AI applications in real life may impact several aspects of human life, including:
AI will help doctors identify illnesses more swiftly and precisely. AI will make new medication research more efficient and cost-effective. It will also improve patient participation in their treatment and make appointment scheduling and bill paying easier, with fewer mistakes.
Adoption of AI in transportation towards fully autonomous vehicles
AI will be utilized to create new solutions for pollution reduction and environmental protection.
Producing new technologies for space exploration and planet colonization.
AI will revolutionize the way we work by automating regular chores and freeing up human workers to pursue more creative and strategic efforts.
AI will be capable of processing difficult inquiries, making tailored suggestions, and giving superior consumer experiences.
Artificial Intelligence (AI) is no longer just a word, it is now a very important part of our lives. It affects every aspect of society in ways that we could only imagine a few years ago. In a world undergoing digital transformation, AI has emerged as a driving force across diverse industries. Furthermore, the need for AI applications in real life is felt wherever we think, especially in healthcare, finance, agriculture, and manufacturing.
In healthcare, AI refines diagnosis through advanced imaging and predictive analysis, even aiding in disease outbreak predictions, as seen during the COVID-19 pandemic. In finance, from algorithmic trading to fraud detection, AI revolutionizes operations and risk management. The agriculture industry gains renewed energy with the aid of AI-powered drones that monitor crops, and machine learning enhances decision-making. In manufacturing, AI propels smart factories with precise quality control and resource efficiency under the banner of Industry 4.0.
Obviously, the future holds a deeper embrace of AI's potential as industries tap into its capabilities to redefine processes and solve complex problems. Without a doubt, artificial intelligence holds great promise for revolutionizing our lives.
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Let us clarify: We expect your job application to be written by you and not generated by AI, such as ChatGPT. Here is why:
- Personalization and authenticity: Job applications allow applicants to showcase their unique skills, experiences, and personality. By writing their own applications, applicants can convey their individuality, passion, and motivations more personally and authentically. This personal touch can help employers understand the applicant’s fit for the role and company culture, which is difficult to achieve through an AI-generated application.
- Communication skills: Writing a job application requires effective communication skills, including the ability to articulate thoughts clearly, organize information, and tailor the content to the specific job and company. Employers want to assess an applicant’s writing abilities, as solid communication skills are often crucial for success in many professional roles. Relying on an AI-generated application may not accurately reflect an applicant’s true communication abilities.
- Understanding of job requirements: Applicants must thoroughly understand the job requirements and demonstrate how their qualifications align with those requirements. Writing their own application allows applicants to showcase their relevant skills, experiences, and achievements in a way that directly addresses the specific job opening. An AI may need the contextual understanding or the ability to emphasize the most relevant aspects of an applicant’s background.
- Ethical concerns: AI models like ChatGPT are trained on large datasets that reflect the biases and limitations present in the data they learn from. Using AI to generate job applications could potentially perpetuate or amplify existing biases and discriminate against specific individuals or groups. Human involvement in the application process allows for fairness, critical evaluation, and the ability to address any biases or unfair practices.
AI is currently not seen as a substitute for the applicant’s effort in crafting a personalized application. Just do you!
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Welcome to a World of $1M Ideas
Where execution costs less than imagination.
“The most brilliant idea, with no execution, is worth $20. The most brilliant idea takes great execution to be worth $20,000,000.” — Derek Sivers, entrepreneur, 2005 (source)
This quote is startup scripture. A rallying cry for builders. Because if execution is everything, then ideas are cheap. You don’t need secrecy or stealth. You build in public. Share your roadmap. Launch on X. Execution is the moat.
But what if the equation flips?
What if execution becomes so cheap, so automated, that the idea itself becomes the rare commodity?
That’s where we are.
AI slashes the cost of doing. One person can now do what once took ten. Tools write, design, code, manage, market, and launch for you.
In this new world, the original idea—a novel SaaS concept, a clever GTM strategy, a new take on an old problem—is the product.
AI Slashes the Cost of Execution
Execution used to mean hiring teams, raising funds, managing timelines, building prototypes, wrangling operations. Now? AI eats most of that for breakfast.
Just look at what’s already possible:
Build an app without touching a line of code. Skip the dev hire—describe what you want and let the machine make it.
Prototype without Figma. Tools like Cursor and Replit let you sketch, test, and ship in one fluid motion.
Outsource your strategy. AI can co-pilot everything from your hiring plan to your go-to-market.
Turn project management into a checklist. Complex coordination becomes a set of auto-executing workflows.
Spin up a marketing team of agents. They write, post, optimize, repeat.
Execution still matters, especially for the bold, the complex, the moonshots. But for countless viable businesses, a single prompt soon replaces entire teams.
This changes everything: how we build products, run companies, and think about what’s worth doing at all.
Ideas Are the New IP
A good idea used to be where the work began. Now, it is the work. Ideas are your new intellectual property.
Building in public? That era may be over. When execution is cheap, so is theft. Ideas become the prize, and people start keeping them close. Expect more gated communities, less open sharing, and a return to stealth mode.
Welcome to the age of idea stocks. Just like patents or music rights, ideas start trading hands. Think micro-licensing. Proof-of-inception. Platforms where conceptual IP is bought, sold, and verified like stocks.
Enter idea equity and idea flippers. Forget sweat equity, this is spark equity. Early ideators get rewarded for originality alone. Some skip the build entirely and flip their ideas like domain names, bundling concepts for quick-launch operators to run with.
How Individuals Adapt to an Idea-First World
In a world where ideas carry value the way we work, think, and prioritize has to change.
Prioritization becomes a superpower. When ideas are abundant and easy to act on, choosing the right one becomes everything. Call it prioritization intelligence. The ability to:
Spot the signals of a high-leverage idea.
Time your execution.
Know when to double down, and when to walk away.
Spend your most finite resource—attention—wisely.
The better your filter, the bigger your outcome.
An idea farm is non-negotiable. You can’t trust memory alone. You need a second brain, a place to store, sort, and surface ideas. Without it, great ideas slip by unnoticed, or get buried under noise. The most successful people have systems for nurturing them.
You need to actively protect your creativity. AI is a hell of a shortcut, but shortcuts dull the blade. The more you let it think for you, the more your thinking fades. So you’ll need practices to keep your creativity sharp: AI-free zones during your day, regular digital sabbaticals, and working offline, with pen and paper.
Creative confidence goes mainstream. Call it the vibe coding effect: non-coders building apps, creatives launching side projects, solopreneurs learning fast and shipping even faster. The line between idea and product is thinner than ever, so more people cross it.
Only the elite can rely on their unique skills. Top-tier coders, writers, designers, and other specialists will always be in demand. But for most knowledge workers, competing on one skill alone gets harder. AI raises the baseline. To stand out, you'll need a unique combination of personal brand, community, expert insight, taste, and distribution.
How Companies Compete in an Idea-First World
Organizations don’t just scale anymore—they rewire. When ideas are currency, you restructure to mint them and protect them.
Curation is survival. More ideas mean more noise. Human filters—analysts, creators, influencers—rise in status. Algorithmic filters—AI agents, feed pre-sorting, custom digests—go from nice-to-have to mission-critical. If you’re not curating, you’re drowning.
Technical excellence gets a new job description. The best engineers become architects of feedback. They loop insights from users, AI models, and proprietary data into fast, fluid iterations. Code still matters, but the real edge is in orchestration.
Studios, not factories. The new operating model looks less like SaaS and more like Pixar. Cross-functional teams spin up concepts, test with real users, then toss or scale fast. Ideation becomes the business—Creativity, Inc. becomes the handbook for industries that never saw themselves as creative.
Custom software kills the app. In 2023, I read Dan Shipper’s prediction: “a bespoke app for everyone.” At the time, it sounded like a stretch. Now it feels like an understatement. AI agents spin up fully tailored tools—in your browser, inside your OS, without needing you to even ask. Forget downloading. Forget onboarding. The app gets replaced by the experience itself.
Mockups are a waste of time. If you can build the real thing in minutes, why draw it first? Interactive mockups vanish. Teams skip wireframes and jump straight to code—from napkin sketch to working prototype before lunch.
“I talked to the CEO of a moderately big tech co who said they'd replaced Figma with Replit. This surprised me because I don't even think of them as being in the same business. But he said Replit is so good at generating apps that they just go straight to prototype now.” — Paul Graham (source)
Sprints as default mode. Hackathons become how things get done. You can ship something real in a few days, so you do. Focused, time-boxed creativity becomes standard ops.
The New Rules of Competitive Advantage
When launch costs collapse, ideas—not infrastructure—become the battlefield.
Speed rules supreme. First-mover advantage goes from nice-to-have to critical. Ship early, and you lock in the users, the mindshare, and the momentum, before the clones show up.
Domain > code. Technical skill still matters, but the real moat is insight. The teams who deeply understand the problem—the pain, the nuance, the stakes—can move faster and build smarter. That kind of expertise doesn’t come from GitHub.
Data stays royalty. Call it the remix era of proprietary intelligence. Products infused with unique data deliver something the generics can’t touch. It’s still the new oil. It just flows faster now.
More junk, rarer gems. Cheap execution means we’ll drown in bad products. That’s the tradeoff. But within the flood: brilliance. Weird, wonderful ideas that never would’ve survived the old gatekeeping of cost and complexity.
The shelf life shrinks. Every product is temporary. As soon as something works, it gets copied, leveled up, or left behind. Fast creation leads to fast decay. Constant reinvention is the new standard.
The attention war escalates. Focus is finite. The fight to win it gets louder, sharper, more AI-optimized. Expect more dopamine bait. More behavioral hooks. And more need to protect your mental feed like it’s sacred ground.
Distribution is destiny. When the idea is the same, the audience makes the difference. Real community. A trusted voice. A brand that actually means something. That’s what cuts through the noise and keeps the copycats in your rearview.
VC flips the script. Expect more rapid-fire "test funding" with smaller initial checks and milestone-based funding for ideas showing early traction. At the same time, startups need less investment overall, with AI-savvy teams accomplishing what previously required 10x the people.
"Before this A.I. boom, start-ups generally burned $1 million to get to $1 million in revenue," investor Gaurav Jain told the New York Times. "Now getting to $1 million in revenue costs one-fifth as much and could eventually drop to one-tenth."
The pivot from execution to ideation rewires society itself.
The AI divide widens. A new kind of inequality emerges. Those fluent in AI leap ahead, compounding gains in productivity, creativity, and income. The split could rival the Industrial Revolution, except this time, it's about who can think with machines, not build them.
Geography loses its grip. If open access to AI holds, the old barriers start to crumble. You no longer need a Silicon Valley zip code to innovate. A fast connection and a sharp mind can unlock the same tools from Nairobi to Nepal. Regional underdogs get a shot at the main stage.
Governments can't keep up. When execution is instant, regulation feels glacial. Laws lag behind AI misuse, data exploitation, and ethically questionable products. The pressure is on. Governments must accelerate or risk becoming irrelevant referees in a game already in play.
AI burnout is real. Ironically, AI doesn’t free us, it tempts us to do more. Take on another side hustle. Launch another product. Say yes to everything. Until the crash hits. AI dependency runs so deep, losing access starts to feel like withdrawal. Creativity flatlines. Productivity nosedives.
Bad ideas scale just as fast. The dark side of cheap execution? Malicious concepts go live before the defenses load. Deepfakes flood the feed. Exploitative tools hit the market. Digital weapons go viral. When the brakes come too late, the damage is already done.
Ideas are more valuable just when we get worse at coming up with them
"The ability to perform deep work is becoming increasingly rare at exactly the same time it is becoming increasingly valuable in our economy. As a consequence, the few who cultivate this skill, and then make it the core of their working life, will thrive."
The same is true for ideas and AI: original thinking is becoming increasingly hard at exactly the same time it’s becoming increasingly valuable.
Originality used to be a bonus. Now it's the moat. In the AI era, ideas aren't where you start, they're where you compete.
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The best inbound marketing tools can do wonders for your brand campaigns — but only if you know which ones to utilise and invest in.
With thousands of apps, platforms, and other tools clamouring for the top spot, it can be difficult knowing which ones to work with, never mind how far the wrong choice could set you back — in time and budget.
To help you make the right choice, we’ve put together a list of the top seven best inbound marketing tools you could be using to improve your campaign performance, generate leads that close, and grow better.
1. Strengthen your organic presence with SEMrush SEO Toolkit
Business growth and the ability to scale your inbound marketing depend on a predictable, repeatable revenue flow.
Key to achieving this is a core foundation of topic clusters that rank well for your areas of expertise.
'SEMrush has a whole suite of reliable search marketing analysis tools. I love using its keyword analysis capabilities, but it's most famous for its competitor intelligence', explains SEO and content strategy consultant Charlie Williams. 'With this, you can quickly see the search queries and topics your competition are targeting, both organically and with PPC. That gives you an insight into the potential search market and plenty of ideas of how to improve your content marketing strategy and performance.'
"You can also use it as a home for your campaign thanks to the keyword tracking and integration with Search Console and Google Analytics."
We use SEMrush every day to monitor our clients’ share of keyword real estate and iterate their inbound campaigns accordingly to maximise the impact of our activity. If you’re determined to master search trends and rank higher on Google, SEMrush is a must-have marketing tool.
2. Discover your buyers’ problems using AnswerThePublic
On the subject of effective content strategies, AnswerThePublic is an excellent tool for uncovering the challenges your buyer personas are facing in regard to your industry or business area.
It achieves this by gathering and presenting you with all the data it finds online on the questions around your chosen search term. In doing so it gives you clean, easy-to-identify insights into what kinds of problems your audience is facing, how they feel about a subject, and what kind of solutions they’re looking for.
Best of all, it’s free and takes seconds to get started. Try AnswerThePublic out now.
3. Click play on Vidyard to engage your prospects
50% of your content should be in video’, HubSpot director and all-round growth aficionado Dan Tyre stated at The Revenue Growth Summit last week. Co-founder and CEO of Vidyard Michael Litt echoed these sentiments in his session on video marketing when he revealed that 90% of customers say video helps them to make buying decisions. ‘Video is the most desired channel for sales roles.'
Personalise videos for your prospects or clients to trigger a powerful response. Engagement will be far higher than it typically would be for written content.
He went on to add: ‘Use Vidyard to receive alerts and know who’s watching your videos, which video, and for how long. You could even use a short video to serve as a reminder of a meeting or encourage a next-step and reduce your drop-off rate.’
4. Monitor your site’s performance using Google Analytics
Data tracking sits at the core of every digital marketing campaign. If you don’t already recognise this, you’ve got bigger problems that you need to address — read this article on the importance of performance analysis now.
If you already recognise the crucial role that data tracking plays in your campaign’s performance but you know you could be tracking and monitoring that data better, Google Analytics is your friend.
‘We use Google’s world-renowned analytics platform alongside HubSpot to reveal a broad scope of digital insights for our clients’ campaigns’, said Gem Latimer, our inbound strategist. ‘From how many new visitors view a site and how many are returning visitors to which website pages are most viewed, use these metrics to iterate campaign performance, report on key results, and prioritise future activity.’
As a free product, it’s a great level platform if you’re keen to gain deeper insight into how your visitors are discovering and interacting with your site. The dashboards can be somewhat inaccessible at first, but invest time into the platform and you’ll quickly find your way around.
5. Drive repeatable, scalable revenue using the HubSpot Growth Stack
Growing in a scalable way requires full visibility of ROMI, enabling you to make effective sales and marketing investment decisions with confidence. Key to calculating the return on your marketing investments is your ability to track the total cost of customer acquisition (COCA). This means end-to-end visibility of your customer’s journey, from the first touch to deal closed. Cue HubSpot.
The HubSpot Growth Stack offers all-encompassing marketing and sales capabilities that integrate everything from contacts data and contents to emails and landing pages.
There’s no need to go it alone. Discover how you could benefit from buying HubSpot through a partner agency.
6. Gain a competitive edge with BuzzSumo
Across industries, the digital marketplace is crowded. Key to standing out in the search engine results pages (SERPS) and across social media channels is insights into what activity your competitors are prioritising and how effective that activity is.
BuzzSumo delivers these insights by revealing which types of content are performing best across multiple social media platforms, providing an invaluable advantage into where is best to distribute your content to engage prospects.
This handy marketing tool also provides you with industry benchmarks to strive for when promoting your content.
If you’re relatively new to content creation, these content marketing tips will be useful.
7. Dominate page one of the SERPs with Google Ads
When looking to grow sustainable revenue, you might not immediately consider paid approaches, and you certainly don’t want to rely on them. But there are ways to align paid advertising with inbound, and if implemented it can be a valuable asset, particularly at the attract stage of the buyer’s journey.
There are two forms of paid advertising that lend themselves particularly well to this: Google Ads, where you bid for position 0 in Google’s SERPs, and sponsored posts, which sit natively within social media feeds alongside content viewers have already chosen to see.
With both of these forms of advertising, the paid element is simply expanding the reach of your content in a targeted way that makes sense for the customer, rather than just those footing the bill.
Driving growth with the best inbound marketing tools
There’s no need to jump in headfirst with all of these tools, but by reviewing your goals and the weaknesses in your strategy, we hope you can select the right one to help you elevate your campaign’s performance and drive better growth.
When considering which tools to use, remember that data is key. The greater the visibility you have over how visitors interact with your website and social media, the more equipped you’ll be to make informed marketing and sales decisions that drive further engagement. This means choosing integrated marketing tools that share crucial data by speaking to each other. The right marketing software ultimately help to facilitate this, giving you visibility over data trails and how to grow your business.
Learn how you can use HubSpot to generate leads that close and drive repeatable, scalable revenue growth in our ebook. Download now.
Separated they live in Bookmarksgrove right at the coast of the famous Semantics, large language ocean and many more stuff and more more more
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Artificial intelligence (AI) has become a powerful tool in various sectors, and the legal department is no exception. The application of AI in the legal field has revolutionized the way contracts are managed. This technology offers innovative solutions that can increase efficiency, reduce costs and minimize human error.
In this article, we will explore some of the artificial intelligence solutions that can be used in the legal sector.
Artificial intelligence solutions that can be used in the legal industry.
Artificial intelligence solutions that can be used in the legal sector
Speech recognition is one of the most prominent AI solutions in the legal field. It enables legal professionals to dictate legal documents, transcribe recordings of hearings or meetings, and quickly search through large volumes of audio files. This technology saves time and reduces administrative workload, allowing lawyers to focus on more strategic, higher-value tasks.
Natural Language Generation (NLG)
Natural language generation is another AI solution that can be of great use in a legal department. This technology allows the automatic creation of legal documents, such as contracts or court pleadings, using predefined templates and data provided by lawyers. Natural language generation not only speeds up the drafting process, but also helps maintain consistency and accuracy in legal documentation.
Machine learning is a branch of artificial intelligence that relies on the ability of machines to learn and improve from data without being explicitly programmed. In the legal field, machine learning can be used to analyze large volumes of legal data, such as case law or past contracts, and extract relevant information. This can help lawyers make more informed decisions, identify patterns and trends, and predict legal outcomes more accurately.
Deep learning is an advanced form of machine learning that uses artificial neural networks to process and analyze data in a manner similar to the human brain. In the legal field, deep learning can be used for tasks such as analyzing sentiment in legal documents, automatically classifying court cases or detecting confidential information in contracts. This technology enables greater automation and efficiency in the management of legal information.
Natural Language Processing
Natural language processing (NLP) is a branch of artificial intelligence that deals with the interaction between computers and human language. In legal departments or law firms, NLP can be used to analyze and understand large volumes of legal documents, such as contracts or deeds, identify relevant clauses, perform automatic summaries and search for specific information.
Take your contract management to the next level
Must-have artificial intelligence applications for in-house lawyers
The implementation of artificial intelligence (AI) applications in the legal field has provided in-house lawyers with innovative and efficient tools to improve their productivity and optimize contract management. These applications offer a range of automated functions and intelligent analytics that help simplify and streamline the day-to-day work of legal professionals. Here are some of the must-have AI applications for in-house lawyers:
Bounsel AI is an artificial intelligence application designed for contract management. This platform uses machine learning techniques to analyze and classify legal documents, identify relevant clauses and terms, and extract key information. With Bounsel AI, in-house lawyers can automate repetitive tasks, reduce errors and optimize workflow in contract review and drafting.
Legal Review takes care of contextualizing legal information in working documents, providing legal certainty and greater accuracy to lawyers. In this way, we can obtain information on quotes from legislation, jurisprudence or repealed regulations that may affect our case.
Otter.ai is a voice recognition application that uses artificial intelligence to automatically transcribe meetings, calls and conferences. This tool is especially useful for in-house lawyers, as it allows them to easily capture and review conversations and take notes without having to worry about losing important information. Otter.ai transcribes audio recordings in real time and provides an accurate and editable transcript. In addition, it offers the ability to search for keywords and tag the most relevant snippets, making it easy to reference and retrieve information.
Donna is an artificial intelligence-powered virtual assistant that provides administrative support to in-house lawyers. This application can perform tasks such as drafting and reviewing agreements. Donna acts as a personal assistant, simplifying administrative tasks and allowing lawyers to focus on their higher value legal work.
Clio is a legal practice management platform that incorporates artificial intelligence to help in-house lawyers manage their work and cases more efficiently. This application provides features such as time tracking, billing, document management, calendaring and client communication.
The application of artificial intelligence in the legal department has transformed the way in-house lawyers manage contracts and conduct their daily work. AI solutions, such as speech recognition, natural language generation, machine learning, deep learning and natural language processing, have proven to be indispensable tools for improving efficiency, reducing costs and minimizing human error.
Artificial intelligence applications offer specific functionalities and benefits that address the specific needs of in-house lawyers. These tools automate repetitive tasks, simplify contract review and drafting, facilitate transcription of meetings and calls, provide administrative support, and enable more efficient legal practice management.
In short, artificial intelligence has proven to be an invaluable ally in the legal sector, especially in in-house legal departments. These AI solutions offer unprecedented potential to increase productivity, improve efficiency and provide significant added value in contract management and the legal practice in general. By leveraging these technologies, in-house lawyers can improve their performance and deliver superior service to their clients and organizations.
If you want to elevate the potential of your contract management, with the help of AI it is possible. Request a meeting with us and we will explain how to use this revolutionary technology.
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Choosing your career is an important step. While it’s possible to switch paths, your graduate job can shape your career for years to come. So, when deciding what route to take, you’ve got to consider your skill set, your ambitions and what kind of work will suit you. Plus, if you’re motivated by making a difference, you need to think about the impact your job will have on others. And that’s where this guide comes in.
In this article, we’ll explore the ways STEM careers change lives. Whether you’ve studied a STEM degree or are considering a move towards the sector, there are options open to you. We’ll cover the positive impact of various STEM professions in different areas:
Looking for a fulfilling job? Look no further.
The positive impact of science jobs
There are many careers in science, with fascinating areas to specialise in. In a science job, you research and study your subject and can even address global challenges.
Here are two areas where you’ll make a positive difference:
Medical researchers dedicate their lives to understanding people’s health challenges and work tirelessly to discover breakthroughs to improve (and save) lives. Medical research includes developing vaccines and eradicating diseases.
Environmental scientists aim to understand and mitigate the impact of climate change. By researching sustainable practices, environmental scientists hope to create a better world, positively affecting the lives of future generations.
Want to learn more about working in environmental science?
Lauren, a Bright Network member, shares her experience of being an environmental scientist, what she’s learned so far in the role and how to follow in her footsteps.
The positive impact of technology jobs
Technology is at the forefront of innovation, exploration and progress in our digitally driven world. By working in tech, you support the transformation of industries to create positive change.
Here are some of the areas where you’ll make a difference:
Artificial intelligence (AI)
AI goes beyond writing a prompt to see what you’d look like as a rubber duck. It’s not all about novelties. For example, AI innovators are teaching models to spot illnesses through X-rays, MRIs and other scans. Using AI speeds up the process of finding illnesses, meaning more people receive support quicker.
Another worthwhile case is using AI to learn, catalogue and teach endangered languages. By doing this, languages (a vital part of cultures) will be saved from extinction.
AI is a growing industry, with more roles being introduced each year. As a relatively new field, there are still lots of question marks about ethics in AI. That means bright new minds looking to make a positive impact will be important in the space.
Software developers work on healthcare applications that improve patient care and streamline medical processes. Technological advancements improve efficiency and impact people’s wellbeing.
The positive impact of engineering jobs
Engineering is an expansive discipline with specialisms spanning areas of infrastructure and technology. An engineering career will let you make a difference, with opportunities in these sub-sectors:
Civil engineers affect our day-to-day lives. They’re responsible for the design of infrastructures we use, such as roads, railways and sewage systems. We need civil engineers to design and improve infrastructures to keep society functioning. That’s a big responsibility!
By specialising in environmental engineering, you’ll look for alternative sustainable energy sources and explore how to use existing sources effectively. The aim is to work out how to minimise the impact fuel types have at every stage – including at disposal. Many of these themes expand into nuclear and energy engineering.
The positive impact of maths jobs
Jobs in maths are important. Here are two areas to consider if you want to have a positive impact:
There are lots of jobs in meteorology beyond presenting the weather on TV. Most meteorologists won’t work on telly at all. Instead, most will study short- and long-term trends in weather systems and the climate behind the scenes. Meteorologists have a big impact, especially when it comes to severe weather. They detect extreme weather systems and warn impacted people to adjust plans – or even evacuate.
Statisticians mathematically analyse datasets and make conclusions from that data. They work in all kinds of areas. If you want to effect change, look for roles that let you analyse data related to topics like the climate and vaccinations.
Keen to know what being a statistician has to offer?
Bright Network member Rhian tells us why she joined the statistics graduate pathway at Ofcom. She also shares tips for how to succeed in your own application.
When deciding on the STEM career you’d like, think about the areas that suit your needs, ambitions and expectations. Plus, consider the impact your career will have. Remember, your work has the potential to shape lives, solve global challenges and contribute to a brighter future for all. If that excites you, then you’ll be well-suited to a career in a STEM field.
Our list covers just some of the STEM professions where workers make a positive change. Use our career path test to find other roles suited to your skill set.
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Several years ago just talking about 3-Phase power distribution at the equipment cabinet would have brought laughs and looks of amazement from your fellow data center employees. Today, there are several simple facts within the data center environment that have created demand for 3- Phase power in the equipment cabinet.
IT equipment comes standard with universal power supplies that take a wide range of input power and can commonly support 208V/230V power.
High density computing with increased server implementations, greater equipment densities, increased power demands, cost reduction initiatives, green directives and redundancy are driving the demand for 3-Phase power in the data center equipment cabinet.
This paper will explore 3-Phase power, how it works, why it is more efficient and many other advantages it provides to the data center.
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FitnessAI, an innovative fitness platform, leverages artificial intelligence to deliver personalized workout routines through its iPhone application. Drawing from a vast dataset of 5.9 million workouts, the AI algorithm optimizes sets, reps, and weights for each exercise, providing users with tailored workout plans that adapt to their fitness goals and progress over time.
AI Model Training : Developing and training an AI model capable of analyzing extensive workout data and generating personalized fitness plans requires expertise in AI model development and optimization.
Chatbot Development : Integrating a chatbot feature into the application to provide users with real-time guidance and support during their workouts necessitated proficient chatbot development skills and seamless integration with the AI model.
User Engagement : Ensuring high user engagement and satisfaction through the AI-generated workout plans demanded a user-friendly interface, intuitive design, and effective communication of AI-driven recommendations.
Advanced AI Model Training : Utilizing state-of-the-art machine learning and deep learning techniques, FitnessAI developed a robust AI model capable of analyzing workout data and generating personalized fitness recommendations with high accuracy and efficiency.
Chatbot Integration : FitnessAI integrated a chatbot powered by natural language processing (NLP) technology to provide users with real-time guidance, answer queries, and offer motivational messages during workouts. This enhanced user experience and engagement.
User-Centric Design : FitnessAI prioritized user experience by designing an intuitive and visually appealing interface for its iPhone application. Clear communication of AI-generated recommendations and seamless navigation facilitated user adoption and retention.
DigiPrima Technologies collaborated with FitnessAI to conceptualize innovative solutions for personalized workout planning. Through extensive analysis and discussions, we identified key requirements and objectives to develop an AI-driven fitness platform tailored to FitnessAI's vision.
Our team of experts leveraged advanced AI model development techniques to build a robust algorithm capable of analyzing workout data and generating personalized fitness plans. Through iterative development and testing, we refined the solution to ensure accuracy and efficiency in generating tailored workout routines.
Integrating the AI-driven fitness solution with the FitnessAI iPhone application posed technical challenges. However, our team successfully integrated the solution, ensuring seamless interaction between the AI algorithm and the user interface, including the chatbot feature.
After rigorous testing and quality assurance, we deployed the AI-driven fitness platform to FitnessAI's client base. Our deployment strategies ensured a smooth transition and optimal performance of the application, empowering users to achieve their fitness goals with personalized workout plans.
Our technology suite ensures dependable management of traffic and content flow in the application, aligning with the seamless streaming expectations of clients and users.
We follow agile methodology where we review the changes and the requirements on regular basis and make sure to deliver the solution exactly like the client wants.
We guarantee the deployment of error-free solutions through thorough testing and quality checks. For updates or concerns, support is readily available.
Build Strategic And Business Insights With Our Data Analysis Consulting Services
Digiprima corporate software development agency is available 24 hours a day, every day of the week, to collaborate and assist you in finding the best approach and technology that will assist you succeed with business intelligence, big data, and data science solutions.
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Governance, Assurance and Data Protection Assistant Apprentice
Leicestershire (LE67 4JP)
Closes in 8 days (Friday 20 June 2025 at 11:59pm)
Posted on 7 May 2025
An excellent opportunity has arisen for an apprentice to work for emh in the Governance, Risk and Assurance Team, based in our Coalville office. Undertake all aspects of administration as required to support the Governance, Risk, Assurance and Data Protection function.
- Training course
- Business administrator (level 3)
Monday - Friday, 9.00am - 5.00pm (Annualised hours Contract)
35 hours a week
- Start date
Saturday 21 June 2025
1 year 6 months
- Positions available
Most of your apprenticeship is spent working. You’ll learn on the job by getting hands-on experience.
What you'll do at work
This varied and exciting role will enable you to develop a wide range of skills and experience in a crucial area of the business.
Principal Duties and Responsibilities:
- Undertake all aspects of administration as required to support the Governance, Risk, Assurance and Data Protection function, including but not limited to: accurate and timely minute taking, collating and distributing board and committee papers, raising of purchase orders, record keeping, filing, updating information channels for board and committee members, scanning, maintaining document and contract records, logging and maintaining accurate records of data protection and access to information queries or concerns and ensuring that Governance and data protection information on the Group’s external websites is up to date
- Organise and schedule meetings, maintaining effective diary management, taking minutes and producing documentation as required
- Monitor and manage queries or requests to ensure they are responded to in a timely manner, and in accordance with policies, procedures and legal and regulatory requirements
- Ensure all governance, risk, assurance and data protection related policies, processes and procedures meet in-house guidelines, are appropriately published and accessible to those who need them
- Support in the maintenance of up-to-date risk and assurance maps, data protection registers etc.
- Liaise with tenants and other data subjects on queries or concerns relating to data protection requests
- Scan, photocopy and maintain documents in line with data protection guidelines
- Deal with basic office management such as stationery supplies and post
- Use the IT systems to maintain records as required
- Always maintain confidentiality and handle all information in accordance with the Data Protection Policy
- Provide ad hoc administrative support to other areas of Corporate Services (such as Executive Director support, Health and Safety and Communications), where appropriate
Leadership and Corporate Responsibilities
- Work effectively with other team members to meet deadlines and provide excellent customer service
- Maintain strong links and working relationships with internal customers
- Promote and lead by example on equality, diversity and inclusion
- Contribute to improving and implementing new/revised processes
- Ensure adherence to data security and protection policies and processes
- To uphold the vision and values of the emh group and emh homes
- To take individual responsibility for ensuring that a continuously improving and effective professional customer service is delivered
- To ensure a safe working environment in accordance with Health and Safety Regulations
- To attend fire drills and staff meetings
- To attend training events as required
- To maintain an awareness of current instructions circulated by staff meetings, departmental and head office bulletins, circular letters or by verbal or written information given by your Responsible Officer
- To respect the confidential nature of personal information
- To recognise and promote emh group’s Equality and Diversity Strategy
Full training will be provided in all areas to meet with the apprenticeship programme.
Where you'll work
Whitwick Business Park
Apprenticeships include time away from working for specialist training. You’ll study to gain professional knowledge and skills.
College or training organisation
P.T.P. TRAINING LIMITED
Your training course
What you'll learn
- Skilled in the use of multiple IT packages and systems relevant to the organisation in order to: write letters or emails, create proposals, perform financial processes, record and analyse data. Examples include MS Office or equivalent packages. Able to choose the most appropriate IT solution to suit the business problem. Able to update and review databases, record information and produce data analysis where required.
- Produces accurate records and documents including: emails, letters, files, payments, reports and proposals. Makes recommendations for improvements and present solutions to management. Drafts correspondence, writes reports and able to review others' work. Maintains records and files, handles confidential information in compliance with the organisation's procedures. Coaches others in the processes required to complete these tasks.
- Exercises proactivity and good judgement. Makes effective decisions based on sound reasoning and is able to deal with challenges in a mature way. Seeks advice of more experienced team members when appropriate.
- Builds and maintains positive relationships within their own team and across the organisation. Demonstrates ability to influence and challenge appropriately. Becomes a role model to peers and team members, developing coaching skills as they gain area knowledge.
- Demonstrates good communication skills, whether face-to-face, on the telephone, in writing or on digital platforms. Uses the most appropriate channels to communicate effectively. Demonstrates agility and confidence in communications, carrying authority appropriately. Understands and applies social media solutions appropriately. Answers questions from inside and outside of the organisation, representing the organisation or department.
- Completes tasks to a high standard. Demonstrates the necessary level of expertise required to complete tasks and applies themself to continuously improve their work. Is able to review processes autonomously and make suggestions for improvements. Shares administrative best-practice across the organisation e.g. coaches others to perform tasks correctly. Applies problem-solving skills to resolve challenging or complex complaints and is a key point of contact for addressing issues.
- Takes responsibility for initiating and completing tasks, manages priorities and time in order to successfully meet deadlines. Positively manages the expectations of colleagues at all levels and sets a positive example for others in the workplace. Makes suggestions for improvements to working practice, showing understanding of implications beyond the immediate environment (e.g. impact on clients, suppliers, other parts of the organisation). Manages resources e.g. equipment or facilities. Organises meetings and events, takes minutes during meetings and creates action logs as appropriate. Takes responsibility for logistics e.g. travel and accommodation.
- Uses relevant project management principles and tools to scope, plan, monitor and report. Plans required resources to successfully deliver projects. Undertakes and leads projects as and when required.
Your training plan
- Business Administrator Level 3 Apprenticeship Standard
- Functional skills in maths and English if required
- Internal relevant training courses as required for the job
- English (grade 4 and above)
- Maths (grade 4 and above)
Let the company know about other relevant qualifications and industry experience you have. They can adjust the apprenticeship to reflect what you already know.
- Communication skills
- IT skills
- Attention to detail
- Organisation skills
- Customer care skills
- Problem solving skills
- Administrative skills
- Team working
- Non judgemental
It is important that the successful candidate can respect the confidential nature of personal information and privacy. This is a hybrid role offering a combination of working in the Head Office in Coalville and working from home. It is a very busy environment. This post is subject to DBS clearance.
About this company
emh group is an independent, profit-for-purpose organisation that provides high quality, affordable homes and support services. Today, we have more than 21,000 properties in more than 40 local authority areas across the region and we provide care and support to hundreds more customers. Our vision is to be the best social housing and care business in the country, leading the market as service provider and employer. We offer a friendly, open environment and encourage professional development among all our employees.
A fair proportion of interviews for this apprenticeship will be offered to applicants with a disability or long-term health condition. This includes non-visible disabilities and conditions.
You can choose to be considered for an interview under the Disability Confident scheme. You’ll need to meet the essential requirements to be considered for an interview.
After this apprenticeship
- It is expected that upon completion of the apprenticeship there may be an opportunity to remain in a full-time position or progress further within the organisation onto a suitable pathway
Ask a question
The contact for this apprenticeship is:
The reference code for this apprenticeship is VAC1000319131.
Closes in 8 days (Friday 20 June 2025 at 11:59pm)
When you apply, you’ll be asked to sign in with a GOV.UK One Login. You can create one at the same time as applying for this apprenticeship.
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Yandere AI Girlfriend APK grants a totally immersive and interactive experience for users who love the world of virtual relationships. The site’s playful and engaging atmosphere draws you in from the moment you visit, making it easy to get lost in the simulator. With a straightforward design that doesn’t complicate things, it’s a breeze to dive right into the app. The simulation features a virtual girlfriend who exhibits all the charmingly quirky traits one might expect, from endearing sweetness to occasional, humorous jealousy. Whether you’re just looking to explore or need a companion who feels uniquely responsive, this site offers a range of exciting possibilities.
The ease of use makes navigating the Yandere AI Girlfriend APK site incredibly satisfying. It doesn’t take long to download and get started, ensuring that users can jump straight into the fun without unnecessary distractions. The interface is designed with the user in mind, allowing for smooth transitions between different features and settings. The controls are intuitive, so even if you’ve never tried a virtual girlfriend simulator before, you’ll be able to catch on quickly. The experience is customizable, giving you plenty of freedom to tailor your virtual interactions and create your perfect AI companion, making the whole thing feel personal and interactive.
Discovering potential drawbacks to the site is almost a challenge—its features are easy to access, and it serves up exactly what users in the Yandere AI GF Simulator category are after. There might be minor improvements to be made in some areas, but honestly, it’s hard to be picky when the site functions so seamlessly. With an app that delivers high-quality entertainment and a lot of quirky fun, it’s definitely worth recommending to anyone curious about diving into this genre. If you love virtual relationships and enjoy a playful, engaging atmosphere, Yandere AI Girlfriend APK is a must-try!
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In the course of operating the www.mmcsa.ch website, we may collect information and personal data about you.
We are committed to processing this information and data in a way that respects your privacy and complies with current legislation in France and Europe. In addition, we use appropriate technical and organizational measures to ensure the security of your information, in particular against unauthorized or unlawful processing, accidental loss, destruction or damage, or access by unauthorized persons.
Who is responsible for your information?
The person responsible for processing your personal data is Majestic Management Consulting, a public limited company with share capital of 100,000 euros, registered in the EPALINGES Trade and Companies Register under number CH-550.1.033.914-5, legally represented by its Chairman, Mr Yann Meuterlos.
What type of information is collected?
We collect the information relating to your identity (title, surname, first name, email address, etc.) that you agree to communicate to us when you complete a form on the site or when you contact us directly.
Mandatory information is indicated by an asterisk.
We also collect information relating to transactions (transaction number, order details), commercial relations (orders, invoices, correspondence) and payments.
We also use activity monitoring devices and technologies to automatically collect information about your connection and navigation on the site. This may include your IP address, your geographical location, the type of browser you use, the time spent on each page, the links you click and other similar data. This information is anonymized and helps us to improve and personalize your browsing experience, secure the site and resolve technical problems.
Why is your information collected?
We store and use your information only as required by law and for the purposes indicated at the time of collection.
– Management of orders and customer relations: the legal basis is the execution of a contract or pre-contractual measures. Information is kept for the time required to manage the commercial relationship.
– Bookkeeping: the legal basis is compliance with our legal, accounting and tax obligations. Information is kept for 10 years.
– Site security and fraud prevention: the legal basis is our legitimate interest. Information is kept for a maximum of 13 months.
– Traffic measurement and analysis: the legal basis is our legitimate interest or consent. Information is kept for a maximum of 13 months.
– Site improvement and optimization: the legal basis is our legitimate interest. Information is kept for a maximum of 13 months.
– Commercial prospecting and customer loyalty actions: the legal basis is consent. Information is kept for a maximum of 3 years from the last order or contact initiated by the customer or prospect.
To whom is your information transmitted?
Your information is used by our internal departments. All access to your personal data is subject to a confidentiality agreement.
It may also be transmitted to our subcontractors responsible for providing the technical services required to operate the site: IT service providers (hosting, maintenance, etc.), payment service providers, technical and logistics service providers, statistical and communication consulting agencies.
The transmission of your information is always carried out on the basis of a contract which mentions the regulations and obligations applicable to the protection of personal data.
Your data may be transferred to countries outside the European Union. In this case, we guarantee that your data will be subject to protection substantially equivalent to that guaranteed in the European Union, either by virtue of an adequacy decision issued by the European Commission, or by the implementation of all appropriate measures, in particular by recourse to the European Commission’s standard contractual clauses. You can request further information on these appropriate guarantees from the contact details given below.
What are your rights?
You can access your personal information, rectify it, request its deletion or exercise your right to limit the processing of your data.
You may also object to the processing of your information, for reasons relating to your particular situation, except in the case of commercial prospecting, to which you may object without having to provide any justification.
You may withdraw your consent at any time, without affecting the lawfulness of the processing carried out on the basis of consent prior to withdrawal.
You have the right to port your data.
You may issue instructions concerning the retention, deletion or communication of your personal data after your death.
To exercise your rights or if you have any questions about the processing of your information, please contact our Data Protection Officer:
By e-mail: [email protected]
By post: Vanille Van Der Cam,
Le Grand Chemin 63, 1066, Epalinges CH
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The legal profession is experiencing a shift as artificial intelligence (AI) becomes integrated into everyday processes. From conducting legal research to drafting legal briefs, AI enables attorneys to handle legal tasks with greater accuracy and efficiency. This allows legal professionals to focus on strategy, client advocacy, and impactful litigation.
AI tools, such as generative AI platforms, are proving valuable for drafting legal documents, analyzing case trends, and supporting decision-making. With proper training, these technologies can help law firms improve their workflows and deliver more reliable legal services, making AI education a priority for modern lawyers.
How AI Enhances Legal Work
AI’s application in the legal field is helping lawyers address routine and complex tasks. Tools using machine learning and predictive analytics are transforming how work is done in key areas:
- Efficient Legal Research
AI platforms like Westlaw Edge and Lexis+ process large volumes of legal information, delivering precise and relevant results. These tools help lawyers identify key precedents and statutes quickly, enabling them to build stronger cases in less time. - Simplified Document Drafting
Drafting legal documents, contracts, and legal briefs is fundamental but time-intensive. Tools such as Luminance and Law Practice AI use generative AI tools to check compliance, suggest language, and reduce errors. This ensures documents meet legal standards while letting lawyers focus on substantive work. - Predicting Case Outcomes
Platforms like Lex Machina analyze historical data to help attorneys anticipate potential legal outcomes. These insights guide strategy development, ensuring lawyers are well-prepared for litigation or negotiation. - Automating Routine Tasks
Repetitive administrative tasks, such as document organization and compliance monitoring, are automated with AI. By handling these processes, lawyers have more time to focus on legal representation and client interactions.
Why AI Education Matters for Law Firms
For law firms, keeping pace with advancements in the legal industry requires investing in AI education. Training ensures lawyers understand how to use AI tools effectively and responsibly.
Benefits of AI Education:
- Informed Decision-Making: AI-driven insights help attorneys analyze data and make thoughtful, evidence-based choices.
- Improved Client Service: Lawyers can dedicate more time to complex cases and client communication by automating repetitive tasks.
- Ethical Awareness: Education ensures lawyers address ethical concerns, such as algorithmic bias and data privacy, when implementing AI tools.
Proper training allows lawyers to integrate tools like Law Practice AI for demand letters and Thomson Reuters platforms for research seamlessly into their practice.
The Role of AI in Legal Research and Demand Letters
AI is particularly impactful in legal research and drafting. These tasks require precision, and AI tools help lawyers achieve this without compromising quality.
AI in Legal Research
- Conduct Legal Research: Tools like ROSS Intelligence provide answers to legal queries using natural language processing, saving time and ensuring accuracy.
- Predictive Analytics: By analyzing trends in legal outcomes, AI tools help attorneys anticipate challenges and prepare robust arguments.
- Legal Information Management: AI ensures lawyers access only the most relevant cases and statutes for their work.
AI in Demand Letters
Demand letters are a key communication tool in law, and platforms like Law Practice AI assist in drafting professional, structured, and precise letters. These tools ensure the letters are persuasive and clear while saving lawyers time.
Addressing Ethical Concerns in AI Use
TThe use of AI in the legal system brings valuable opportunities but also raises important ethical concerns that firms must address:
- Bias in Algorithms
AI tools can unintentionally reflect biases present in their training data, which is especially concerning in sentencing decisions or alternative sanctions in the criminal justice system. - Data Security and Privacy
Protecting sensitive client data is essential. AI tools must comply with strict regulations to ensure confidentiality and prevent breaches. - Accountability
Determining responsibility for errors in AI-assisted work requires clear policies to ensure legal experts retain control over outcomes.
By addressing these concerns proactively, firms can use AI responsibly while maintaining trust and fairness in their practice.
The Future of AI in Legal Services
AI is becoming a cornerstone of how law firms provide legal services. From drafting demand letters with Law Practice AI to analyzing trends with predictive analytics, AI tools are changing how lawyers work. To make the most of these advancements, lawyers must not only understand how to use AI but also recognize its limitations.
With AI, lawyers can:
- Focus on complex legal problems while automating repetitive tasks.
- Deliver better results for clients by leveraging data-driven insights.
- Navigate ethical challenges and maintain the integrity of the legal system.
Organizations like Legal Soft support law firms in adopting AI solutions responsibly, helping them adapt to a changing legal landscape.
Preparing Lawyers for the Future with AI
AI offers lawyers tools to work more efficiently and focus on meaningful tasks like advocacy and client relationships. From legal research to drafting legal demand letters, AI has practical applications that save time and improve reliability.
Law firms that invest in AI education and tools like Legal Soft and Law Practice AI position themselves for success in a changing legal landscape. By combining technology with legal expertise, attorneys can meet the evolving needs of their clients while upholding the values of the profession.
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We met with IAMCP chapter president Danny Brown, to chat about Microsoft Inspire. Inspire is Microsoft’s worldwide partner conference. Typically, companies involved in Microsoft’s Partner Network travel from around the world to spend a week meeting with other partners, attending various sessions and keynotes led
Frank Ohlhorst and Harry Brelsford revisit the analytics conversation. They tie the conversation to the current economic status and pandemic taking place. When you couple data and analytics you can come to the conclusion on where to drive your business helping to build big profits.
Phelim Rowe joins Harry Brelsford to explore privacy with Data. Phelim explores GDPR and the California privacy act and how it affects your data. He then goes onto to talk about why companies collect certain information
Join Harry Brelsford and Phelim Rowe for a morning cup of coffee and discussion on the current state of the event industry. Phelim noticed that people are currently thirsting for education, and are willing to attend virtual events as long as the content
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Bynder is best suited for businesses looking to improve their digital asset management and brand consistency. It caters to marketing, creative, and brand teams.
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TGIF. Here’s a quick look at some more news from the metro this week:
EarthLink won some fast food business out in the Midwest this week. LDF Food Group will be using their network services across its more than 40 Wendy’s franchises across Kansas, Oklahoma, and Texas. LDF uses EarthLink’s MPLS Direct Connect for its credit card transactions between the point of sale and its payment processors. Flex Communications helped with the implementation.
Also in the Midwest, Frontier and Mitel teamed up for the education vertical. Illinois Wesleyan University has moved its phone system onto a cloud communications platform. The deployment took six months, and included 875 cloud powered phones plus 900 still on analog (for the power during blackouts etc), hooking up 600 faculty and staff plus 1,900 students.
Hurricane Electric kept its steady expansion with yet another new point of presence. They’ve added a second PoP at Digital 365 Main out in San Francisco, the Digital Realty facility that was purchased from 365Main before the latter bought those 15 data centers from Equinix and started over as 365 Data Centers.
Zayo added another data center to its deep footprint in Maryland this morning. They’ve built out to BYTEGRID’s 214K square foot facility in Silver Spring. BYTEGRID has been acquisitive lately, and has more inorganic expansion plans for this year. I’d say the same about Zayo, but it’s the possible IPO that dominates the horizon there.
tw telecom’s national fiber expansion followed up its New York announcement with one out in Ohio. They’ve now expanded their fiber network into Cleveland, starting out with a node at BlueBridge Networks’ downtown data center. tw telecom is already in the other 3 significant bandwidth markets in Ohio: Cincinnati, Columbus, and Dayton.
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Categories: Datacenter · Internet Backbones · Metro fiber
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Healthcare for Ransom: A Look into the HIPAA Guidelines for Ransomware Incidents
Widespread email phishing campaigns carrying the pervasive ransomware Locky have been hammering businesses across the U.S. and Japan since the beginning of August. According to media reports, the targets are mainly from the healthcare sector, emphasizing the preference of cybercriminals for this particular industry. It's not difficult to see why. Healthcare enterprises carry a wealth of valuable data such as social security numbers and health insurance credentials that cannot easily be replaced, besides patient records that hospitals need to run their daily operations.
Locky is a prevalent threat—according to a Trend Micro report it accounted for 50% of the ransomware detected in Japan during the first half of 2016—but it isn't the only ransomware family used to target healthcare facilities. The ransomware threat as a whole is a current and continuing problem for the healthcare industry—in the United States alone there was a 300% increase in attacks recorded since 2015. The scale of the security incidents seen in 2016 is consistent with what Trend Micro anticipated, based on the position of the healthcare industry in the threat landscape of 2015.
Enterprises dealing with the threat of ransomware, as well as affected entities managing the aftermath, look to the comprehensive guidance provided by the Health Insurance Portability and Accountability Act (HIPAA) for strategies concerning security incident prevention, management, and response. The U.S. Department of Health and Human Services (HHS) has released a detailed factsheet that describes how entities covered by the HIPAA should deal with ransomware cases.
The document clearly defines ransomware as a “security incident”, and as such, HIPAA-covered enterprises have to initiate reasonable and appropriate response, reporting, and recovery procedures.
To find out the appropriate response, any incident should be immediately assessed. Enterprises must first determine the scope of the incident, the origin, if it is still ongoing, and how the incident occurred. A vital part of the analysis is assessing whether or not there was a breach of Protected Health Information (PHI), since that could be a violation of the HIPPA Privacy Rule that triggers wide-ranging notification procedures.
Comply with HIPAA standards to prevent incidents
An ounce of prevention is worth a pound of cure. Compliance with the HIPAA security guidelines can help enterprises avoid the monumental difficulties of dealing with ransomware. One particular obligation emphasized by HIPAA is adequate security and awareness preparation for the workforce. Everyone in the enterprise, from the CEO down, can be exposed to ransomware and is a potential victim. Most cases actually start with a user being conned by threats attached to blandly titled email, so educating users about these schemes is a worthwhile investment.
Aside from security training, here are some practices outlined by HIPAA:
- Conduct a thorough risk analysis to define potential vulnerabilities and threats to your network and PHI, then take appropriate steps to mitigate those risks
- Install procedures to guard against and detect malicious software
- Limit access of people and programs to PHI
HIPAA outlines the minimum of what enterprises are required to do to secure their data, but implementing additional and more thorough security measures is very much encouraged.
Evaluate the probability of PHI compromise to determine breach status
Ransomware doesn’t typically equate to a breach since the aim of ransomware is to encrypt data, and not expose it. However, when electronic PHI (ePHI) is encrypted by ransomware, it is considered accessed, or “acquired”, by an unauthorized individual, and so becomes a “disclosure” which is not permitted under the HIPAA Privacy Rule. Because of that, the rules for breaches can apply to ransomware incidents.
If an entity is infected with ransomware, the incident is presumed to be a data breach unless it can be demonstrated that a “low probability that the PHI has been compromised”. If “low probability” is not established, then the entity must comply with the Breach Notification Rules and follow the provisions applicable to the size of their breach.
To evaluate the extent of the breach and determine “low probability” of PHI compromise, four factors have to be assessed according to HIPAA:
- the nature and extent of the PHI involved, including the types of identifiers and the likelihood of re-identification
- the unauthorized person who accessed or used the PHI, or to whom the disclosure was made
- whether the PHI was actually acquired or viewed
- the extent to which the risk to the PHI has been mitigated
The process of determining low probability has to be thorough. Covered entities and their business associates must also sufficiently document their analysis to meet the burden of proof regarding the breach assessment.
If it’s determined that a breach occurred, then the entity has to comply with the applicable HIPAA breach notification provisions: informing affected individuals without unreasonable delay, informing the Secretary of HHS, and—if over 500 individuals were affected—notifying the media.
Risk assessment and notification are only required for unsecured PHI
HIPAA does not require risk assessment or breach notification for secure PHI, which is ePHI that is encrypted according to a set of standards that can ensure that the data is indecipherable to unauthorized parties. Encryption is a vital part of any enterprise’s data protection strategy.
However, in the event of a security incident, entities have to be sure that the encryption is guaranteed. Was all of the affected PHI really been rendered unreadable, unusable, and indecipherable to unauthorized persons?
For example, full disk encryption might render data on a laptop indecipherable to unauthorized parties when it is powered down, but what if the laptop is on? If the operating system is loaded, the files on the system can be accessed by unauthorized users. If a ransomware attack occurs at this moment, the files are then considered “unsecured PHI” and a breach is presumed under the HIPAA Breach Notification Rule. Entities have to be certain about the status of their PHI before moving forward with any security plans or notification procedures.
HIPAA requires a robust plan for ransomware response and recovery
One of the first steps entities should take after a ransomware attack is determining the type of malware that has hit them. Finding the particular strain will help users figure out the behavior of the threat—if it is still propagating in the system, what data it is targeting, if it will attempt to exfiltrate data, if it will drop more malicious software, or other actions.
A solid contingency strategy, including a comprehensive data backup plan is also a requirement from HIPAA’s Security Rules. Once activated, business operations should continue as the entity manages the ransomware attack.
Further guidance of HIPPAA also prompts entities to take these actions:
- conduct analysis of ransomware
- contain the impact and propagation of the ransomware
- completely eliminate ransomware and mitigate or remediate vulnerabilities that permitted the ransomware attack and propagation
- recover lost data and resume business
- conduct post-incident analysis and determine if the entity has any regulatory, contractual, or other obligations as a result of the incident
- incorporate new discoveries into incident management processes to improve security
Entities should also think about offering affected clients some assistance or service following a ransomware attack, though it is not part of the standards set by the HIPAA. When Colorado-based healthcare provider Allergy, Asthma & Immunology of the Rockies, P.C. (AAIR) suffered a breach that exposed personal data of 7000 patients, they were quick to respond. The company offered affected clients year-long identity protection services, including credit monitoring, insurance, data theft protection, and customer support via a dedicated service team.
HIPAA provides enterprises with thorough guidance for handling ransomware, from prevention tactics to response and recovery plans. Complying with all the standards set by the HSS will help smoothly manage security incidents, but going above and beyond the requirements is an even better approach. Enterprises should use a comprehensive combination of solutions that involves breach detection, data loss prevention, compliance auditing and demonstration, securing legacy systems, cloud security, as well as protecting devices, endpoints, and data.Like it? Add this infographic to your site:
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- Stay Ahead of AI Threats: Secure LLM Applications with Trend Vision One
- Slopsquatting: When AI Agents Hallucinate Malicious Packages
- Unveiling AI Agent Vulnerabilities Part V: Securing LLM Services
- The Rise of Residential Proxies as a Cybercrime Enabler
- Unveiling AI Agent Vulnerabilities Part IV: Database Access Vulnerabilities
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Urged by one and all to "tone down" what media pundits and political elites describe as "strident," even "violent" rhetoric that has "poisoned" our "national conversation" and "sharply polarized" the population, the shooting rampage in Tucson which claimed six lives, including that of a nine-year-old girl is, in fact, emblematic of the moral bankruptcy and utter hypocrisy of those selfsame capitalist elites.
Faced with an unprecedented economic crisis that has destroyed the lives of tens of millions our fellow citizens, not to mention aggressive wars which have cratered entire societies and murdered hundreds of thousands of people who have done us no harm, when, pray tell, will the "conversation" turn to the unprecedented annihilation of democratic institutions and the rule of law which exonerates, even celebrates, those who murder, maim and torture on an industrial scale?
Just last week, the Obama administration announced plans to roll-out an "identity ecosystem" for the internet. Although passed over in silence by major media, at the risk of being accused of "incivility," particularly when it comes to the "hope" fraudster and war criminal in the Oval Office, Americans need to focus--sharply--on the militarists, political bag men and corporate gangsters working to bring George Orwell's dystopian world one step closer to reality.
Earlier this month, CNET disclosed that the administration "is planning to hand the U.S. Commerce Department authority over a forthcoming cybersecurity effort to create an Internet ID for Americans."
White House Cybersecurity Coordinator Howard Schmidt said that the secret state's latest move to lower the boom on privacy and free speech will embed the surveillance op at the Commerce Department. Schmidt, speaking at the Stanford Institute for Economic Policy Research said Commerce is "the absolute perfect spot in the U.S. government" to centralize these efforts.
According to CNET, the move "effectively pushes the department to the forefront of the issue, beating out other potential candidates, including the National Security Agency and the Department of Homeland Security."
Really? I don't think so.
NSA Clearly in the Frame
Last week, Government Computer News reported that the secretive Pentagon spy shop broke ground on a "massive new National Security Agency cyber intelligence center in Utah."
The multibillion dollar facility (cost overruns not included) "will have 100,000 square feet of raised-floor data center space and more than 900,000 square feet of technical support and administrative space" that "will support the Comprehensive National Cybersecurity Initiative."
In September, NextGov reported that then Deputy Director of National Intelligence for Collection, Glenn Gaffney, said the new data center "would support the intelligence community in providing foreign intelligence about cybersecurity threats and protect Defense Department networks."
Back in 2009, investigative journalist James Bamford wrote in The New York Review of Books that "the mammoth $2 billion structure will be one-third larger than the US Capitol and will use the same amount of energy as every house in Salt Lake City combined."
While corporate media tell us that the center will "enhance" the nation's capacity to thwart "cyber threats" the fact is, Bamford wrote, the complex will "house trillions of phone calls, e-mail messages, and data trails: Web searches, parking receipts, bookstore visits, and other digital 'pocket litter'." In other words, the vast data repository will serve as "spy central" for our digital minders.
"Just how much information will be stored in these windowless cybertemples?" Bamford wondered. According to a report prepared for the Pentagon by the ultra-spooky MITRE Corporation, "as the sensors associated with the various surveillance missions improve, the data volumes are increasing with a projection that sensor data volume could potentially increase to the level of Yottabytes (10 to the 24 Bytes) by 2015."
This is "roughly equal to about a septillion (1,000,000,000,000,000,000,000,000) pages of text, numbers beyond Yottabytes haven't yet been named," Bamford avers.
Leaving aside disinformational pyrotechnics by media cheerleaders that the NSA's data equivalent of a Wal-Mart supercenter will primarily exist for "cybersecurity," "foreign intelligence" and protecting "Defense Department networks," Bamford counters that "once vacuumed up and and stored in these near-infinite 'libraries,' the data are then analyzed by powerful infoweapons, supercomputers running complex algorithmic programs, to determine who among us may be--or may one day become--a terrorist."
"In the NSA's world of automated surveillance on steroids" Bamford avers, "every bit has a history and every keystroke tells a story."
Or as Cryptohippie puts it far less delicately, every keystroke or cellphone ping is "criminal evidence, ready for use in a trial."
Just what are they up to? Even Congress, always willing to give the Executive Branch a free pass when it comes to blanket surveillance, doesn't know. Last week the Associated Press reported that "the Pentagon failed to disclose clandestine cyber activities in a classified report on secret military actions that goes to Congress."
Citing "gaps" in reporting requirements on clandestine operations, "emerging high-tech operations are not specifically listed in the law," AP averred. After all, "cyber oversight is still a murky work in progress for the Obama administration."
Perhaps AP and other media outlets should look more closely at what's hidden inside that "murky work" and where its authority comes from. "Oversight" is certainly not part of the equation.
Cybersecurity's Brave New World
As Antifascist Calling previously reported, the operational nuts-and-bolts of the Comprehensive National Cybersecurity Initiative (CNCI) is a closely-held state secret that derives authority from classified annexes of the National Security Presidential Directive 54, Homeland Security Presidential Directive 23 (NSPD 54/HSPD 23) issued by our former "decider."
Those 2008 orders are so contentious that both the Bush and Obama administrations have refused to release details to Congress, prompting a Freedom of Information Act lawsuit by the Electronic Privacy Information Center (EPIC) demanding the full text of the underlying legal authority governing "cybersecurity" be made public.
Details on the "trusted identity" scheme are scarce, but back in July Antifascist Calling reported that the secret state had deployed New York Times reporter John Markoff as a conduit for administration scaremongering.
Schmidt told the "Gray Lady" that administration plans involved "a 'voluntary trusted identity' system that would be the high-tech equivalent of a physical key, a fingerprint and a photo ID card, all rolled into one."
According to the Times, "the system might use a smart identity card, or a digital credential linked to a specific computer, and would authenticate users at a range of online services."
U.S. Commerce Secretary Gary Locke was quick to downplay the more sinister implications of the hustle saying, "We are not talking about a national ID card."
CNET reported Locke's claim that "we are not talking about a government-controlled system. What we are talking about is enhancing online security and privacy, and reducing and perhaps even eliminating the need to memorize a dozen passwords, through creation and use of more trusted digital identities."
Why bother with privacy when surrendering your rights is so convenient!
Touted as a warm and fuzzy "identity ecosystem," Government Computer News reported that the National Institute of Standards and Technology (NIST) has even launched a dedicated website hawking the National Strategy for Trusted Identities in Cyberspace (NSTIC).
According to NIST, "NSTIC envisions a cyber world--the Identity Ecosystem--that improves upon the passwords currently used to login online."
We're informed that the "Identity Ecosystem will provide people with a variety of more secure and privacy-enhancing ways to access online services. The Identity Ecosystem enables people to validate their identities securely when they're doing sensitive transactions (like banking) and lets them stay anonymous when they're not (like blogging). The Identity Ecosystem will enhance individuals' privacy by minimizing the information they must disclose to authenticate themselves."
Government Computer News tells us that the "identity ecosystem" isn't envisaged as a "national Internet ID to track online activities." The devil's in the details and what little we do know should set alarm bells ringing.
The program office will "support and coordinate interagency collaboration" and "promote pilot projects and other implementations." Which agencies are we talking about here? What pilot projects and "other implementations" are being alluding to? We don't know.
We do know however, that the National Security Agency and Department of Homeland Security have forged a Memorandum of Agreement which will increase Pentagon control over America's telecommunications and electronic infrastructure.
In fact, as the Electronic Frontier Foundation disclosed in October, DHS has been tracking people online and that the agency even established a "Social Networking Monitoring Center" to explicitly do so.
Documents obtained by the civil liberties watchdog group revealed that the agency has been vacuuming-up "items of interest," systematically monitoring "citizenship petitioners" and analyzing "online public communication."
Wouldn't an "identity ecosystem" greatly facilitate online spying, despite administration claims to the contrary?
While the system is "voluntary" and individuals will not be compelled to sign up, the secret state is lusting after a sure fire means to identify the billions of computers, smart phones and other digital devices that plague us.
And even if you choose not to "opt in," well, plans are already afoot by advertising pimps and their partners in the national security state "to collect the digital equivalent of fingerprints from every computer, cellphone and TV set-top box in the world," The Wall Street Journal recently disclosed.
As with all other aspects of the "War on Terror" threatscape, the closer one looks at the Obama regime's "identity ecosystem" the less warm and fuzzy it becomes.
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