Meta says Muse Spark Open brings large-model coding and agent workflows to two Mac Studios, while Chinese open-weight rivals still lead on key benchmarks. We unpack Harvard's research on AI use, workplace training, confidence, and whose expertise gets heard. Then we explore turning a ChatGPT answer into a tested calculator and using Claude to prepare a weekly business inspection. We also cover new tools, Anthropic's independent safety evaluators, and a word-puzzle builder's lesson in giving AI agents better operating rules.
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