This is the most influential paper on AI agents on the internet.
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This is the most influential paper on AI agents on the internet. If you really want to understand what an agent is and how it works under the hood, start here. ReAct, by Princeton and Google. Claude Code, Codex and Cursor all run on the loop it introduced: think, act, look at the result, think again. Thinking alone makes things up. Acting alone gets lost. Together they fix each other. With just one or two examples, it beat trained agents by 34% on ALFWorld and 10% on WebShop. Key pages: > p.2 Figure 1: the whole idea on one picture > p.3 Section 2: how the think, act, observe loop works
Posted by Yarchi (20.6k followers) 3 days ago · 94 likes · 4.9k views · view the original post on X. Kept by the Vibe Coding Radar as Prompts & workflows.
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