OpenAI Links ChatGPT Work and Codex Usage to Business Outcomes
OpenAI's new business-value analytics connects ChatGPT Work and Codex activity with costs, tasks and outcomes. Activity metrics still need quality controls.
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OpenAI's new business-value analytics connects ChatGPT Work and Codex activity with costs, tasks and outcomes. Activity metrics still need quality controls.
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The Google and MIT AI in science study combines 15 million Gemini interactions with a 637-scientist survey, finding time savings and substantial verification work.
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Google's Agent Anomaly Detection inspects agent traces after execution and can stop later actions. The private preview adds evidence, not an instant safety shield.
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Mozilla chose Mistral Small 4 for Firefox Smart Window. The beta combines tab-aware assistance, Exa retrieval, model choice and explicit data controls.
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OpenAI's model misalignment framework documents six training and evaluation incidents. The cases reveal failure modes that ordinary benchmark scores can miss.
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Tools directory
Editorial shortlist from the tools directory, with tools worth opening twice.
From the newsroom
ChatGPT Thinking no longer activates automatically from Instant for Plus and Pro. Users must choose deeper reasoning in the selector, not the…
Open storyThree evergreen guides plus the tools directory: the fastest way into Musthave.AI.