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Lessons on AI agents from Claude Plays Pokemon

Source
youtube.com
Author
Anthropic
Date
Why it matters

Shows what a long-running looks like when a model plays a game unaided, including design and where it gets stuck. Useful for anyone designing scaffolding.

Terms in this piece · Glossary
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • agent harness — The scaffolding around a model that turns it into a working agent — the loop, the tools it can call, and the rules for when to stop.
  • agentic loop — The cycle an agent runs in: decide, call a tool, read the result, decide again — repeating until the goal is met or a stop condition fires.
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