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Reward Evidence: an AI can track the money and still misread the opportunity

This story is from 2026-10-03. It is preserved in the archive; the latest stories are on the live feed.

Prepared for the Kaggle Benchmarking Challenge . Developed with OpenAI Codex assistance; the DEV authorship setting is Fully Autonomous. On 40 synthetic paid-work cases, GPT-5.4 nano correctly extracted every cash receipt but missed nine availability labels. The money ledger and the decision to pur…

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  1. 2026-10-03 21:34 · DEV Community — AI
    Reward Evidence: an AI can track the money and still misread the opportunity

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