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Micheal Lanham

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Writing about building, optimizing, and understanding AI systems, from language models to agents.

Building and Optimizing AI Systems

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Micheal Lanham

Pavlov’s Dog Would Make a Better Recommender Than Your LLM: Prediction Error for AI Agents

Micheal Lanham

The Sea Slug That Beat a 30,000-Token Context Window: Habituation for AI Agents

Micheal Lanham

Stop Making Your AI Agent Think So Hard: System 1, System 2 and the Two-Model Harness

Micheal Lanham

Learning Isn’t One Thing: The 10 Mechanisms Evolution Built That Your AI Agent Is Missing

Micheal Lanham

Your LLM Was Born Knowing Everything It Will Ever Know: Why the Agent Harness Must Do the Learning

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Latest stories

Micheal Lanham

Pavlov’s Dog Would Make a Better Recommender Than Your LLM: Prediction Error for AI Agents

Micheal Lanham

The Sea Slug That Beat a 30,000-Token Context Window: Habituation for AI Agents

Micheal Lanham

Stop Making Your AI Agent Think So Hard: System 1, System 2 and the Two-Model Harness

Micheal Lanham

Learning Isn’t One Thing: The 10 Mechanisms Evolution Built That Your AI Agent Is Missing

Micheal Lanham

Your LLM Was Born Knowing Everything It Will Ever Know: Why the Agent Harness Must Do the Learning

See more stories

Who to follow