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OpenAI chief scientist Jakub Pachocki wrote that no lab has solved alignment and monitoring enough to continue responsibly scaling at maximum speed, urging voluntary slowdowns until shared safety bars exist. OpenAI's internal data shows researchers now get 3.1 agent-workdays for every human workday, with top users spending over $7,000 daily on inference.
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