100K Context Windows
This is the first time I've felt like Anthropic may be a true competitor to OpenAI.<p>I see 6 ways to improve foundation LLMs other than cost. If your product is best at one of the below, and has parity at the other 5 items, then customers will switch. I'm currently using GPT-4-8k. I regularly run into the context limit. If Claude-100K is close enough on "intelligence" then I will switch.<p>Six Dimensions to Compare Foundation LLMs:<p>1. Smarter models<p>2. Larger context windows<p>3. More input and output modes<p>4. Lower time to first response token and to full response<p>5. Easier prompting<p>6. Integrations