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OpenAI chief scientist Jakub Pachocki wrote that no lab should continue scaling AI at maximum speed until shared safety bars exist. OpenAI's internal data shows researchers now use 3.1 agent-workdays for every human workday, with median inference costs exceeding $600 daily.
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