preparedness framework

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OpenAI retracts SWE-Bench Pro: ~30% of tasks broken, audit finds

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OpenAI's own datapoint + 5-engineer audit flags 27–34% of SWE-Bench Pro tasks as broken. It just retracted its own recommendation to use the benchmark.

OpenAI ships GPT-5.6 (Sol, Terra, Luna) and ChatGPT Work

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On 2026-07-09 OpenAI released the three-tier GPT-5.6 family and ChatGPT Work, an agentic product powered by GPT-5.6 with Codex built in and a public system card.

OpenAI GPT-Live: full-duplex voice model

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OpenAI's GPT-Live-1 and GPT-Live-1 mini are full-duplex voice models that can listen and speak at once, delegate to GPT-5.5, and ship as the new ChatGPT default from 2026-07-08.