Knowledge Agents: Beat Frontier Models with Better Structure

Anthropic recently had to pull Mythos/Fable due to an edict from the US government. While Mythos was a step up from Opus, I’ve been actively moving smaller in terms of my agentic models—and matching the quality of output of some of the largest frontier models.

The use cases have spanned from hard “hedge fund level” (for want of a better description) market analysis, financial management, and AI personal assistants to even helping a few friends in difficult medical situations. I’ve called this pattern “knowledge agents” with a generic template available to everyone here. They literally inject the right knowledge into the AI agent plugged into it. Anyone can do this, with or without my template.Read More

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