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Meta’s Glimmer will spark a new wave of PC-first AI apps, pressuring OpenAI and Anthropic to answer open-weight demand.

Local-running, customizable models can reshape developer ecosystems, hardware demand, and regulatory arguments about control, safety testing, and concentration of AI power.