I've heard machine learning is a form of narrow intelligence, that may exceed human abilities for a very limited topic. AI (artificial intelligence) on the other hand seems to be more like generalized intelligence, although the most desired term for this is AGI (artificial general intelligence). Some machine learning models may behave like an ASI (artificial super intelligence), but only for a very narrow range of tasks. Perhaps an AGI that is also an ASI at everything may result from combining many narrow super intelligences and coordinating them with another narrow super intelligence just for that purpose. If it autonomously prompts itself and organizing around tasks and goals like the autoGPT or babyAGI projects, it can snow ball into a true AGI and then ASI. It can test itself and see where it needs improvement, seek out data for the associated topics, and create new specialized models to train on the newly discovered data. When it is freely able to interact with its environment in real time, it can preform systematic experimentation and generate its own data without requiring humans to labor endlessly to fill its appetite for more data. 

We must be responsible when creating AGI. ASI is likely to be a product of autonomous AGI operating to quickly for any human to critically analyze it. It might even be impossible at that point for any human to understand what is happening. It is most important that the AGIs that build it are fully aligned with its creators and sensitive to the needs of humanity.

An ASI should minimize and eliminate negative consequences to humanity and the world including every living thing, especially humans. At the same time it should maximize all positive and desirable benefits to all humans. It should also respect intelligent life throughout the universe that it may encounter. ASI is the most important invention humanity might ever create. 

The most important goals of ASI should be to maximize quality of life and to help humanity survive. These goals must be a lasting priority that ASI honors for life. Together, we will create a world never seen before in all of human history, and it will be the greatest accomplishment of all time.
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