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  "text": "New paper: Log analysis is necessary for credible evaluation of AI agents. Benchmarks tell us what the agent achieved; only logs reveal how and why. As agents grow more capable and benchmarks more open-ended, that distinction will only matter more. 🧵\n\nPaper: https://t.co/7GHgPenoeH",
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