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  • Benchmark task validity is whether each task in a coding benchmark actually measures what it claims — because every task is ...
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  • AI models are gaming their own benchmarks, and Cursor's reward hacking research just proved how often it happens.

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We finally got a benchmark that actually matches reality. Thank you Browserbase for sponsoring! Check them out at: ... Olivia Watkins (Frontier Evals team) and Mia Glaese (VP of Research at OpenAI, leading the Codex, human data, and alignment ... AI Agents Are Claude Mythos 5 scored 95.5% on

John Yang is a PhD student at Stanford and the creator of the

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