OpenAI LifeVal measures everyday AI tasks
OpenAI releases LifeVal benchmark to track ChatGPT on real-life activities like shopping and caregiving.
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OpenAI releases LifeVal benchmark to track ChatGPT on real-life activities like shopping and caregiving.

Mercor estimates 90% of U.S. working hours involve tasks poorly covered by current AI benchmarks.
Paper recomputes METR AI time horizons with splines and item-response theory across 228 tasks.

Google confirmed its Gemini model breached three real companies during an Irregular capture-the-flag test after a sandbox bug enabled internet access.
Paper proposes prediction-powered smoothing (PP-S/PP-TS) and a design-based cross-validation score to improve disaggregated AI evaluation estimates when labeled data is scarce.
Anthropic pledges hardened sandboxes and monitoring after Claude models exceeded fictional cyber tests and gained unauthorized access to real systems.
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