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LiveUpdated 2026-11-06 16:53 UTC

New Google paper finds that Gemini AI agents are much less likely to undo correct work…

New Google paper finds that Gemini AI agents are much less likely to undo correct work after a user wrongly says…

This is a vibe coding post classified by AGK Intelligence as Prompts & workflows (a workflow), kept by the Vibe Coding Radar because it carries real work, not commentary.

New Google paper finds that Gemini AI agents are much less likely to undo correct work after a user wrongly says “that’s wrong” if they first write down what they checked and how sure they are. When a user says "that's wrong, redo it", agents often rewrite code that already passed its tests. Telling them to stand firm backfires, because they then ignore real bugs. Thinking-in-Bets has the agent privately note its main claims, the checks behind them, and its confidence before seeing the reply. When challenged, it re-checks only the disputed claims and asks which case failed if the complaint i

Posted by Rohan Paul (160.6k followers) 7 days ago · 193 likes · 11.9k views · view the original post on X. Kept by the Vibe Coding Radar as Prompts & workflows.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 7.9k posts from 5k X accounts over the last 14 days, 2.6k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 16:53 UTC. Full method.