Thanks for the post! I agree on many of the points, but have a few additions:
First, using “LLM” instead of something like “Claude Code” throughout the piece feels it doesn’t capture the current capabilities of AI systems. An “LLM in a loop” a.k.a “AI Agent” e.g. “Claude Code” is a different animal than base LLMs. Through search capabilities, AI Agents have much longer effective context windows. Through coding, they can have much greater reliability and precision in things like math. Through queries to API’s, they can have much more real time data. By writi... (read more)
Thanks for the post! I agree on many of the points, but have a few additions:
First, using “LLM” instead of something like “Claude Code” throughout the piece feels it doesn’t capture the current capabilities of AI systems. An “LLM in a loop” a.k.a “AI Agent” e.g. “Claude Code” is a different animal than base LLMs. Through search capabilities, AI Agents have much longer effective context windows. Through coding, they can have much greater reliability and precision in things like math. Through queries to API’s, they can have much more real time data. By writi... (read more)