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Meta’s new Glimmer AI model offers a hint at Zuckerberg’s personal intelligence vision

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Summary A

Meta open-sourced Glimmer, a 30B agentic model under Apache 2.0 that runs multi-step tool-calling, coding, and file/screenshot workflows locally on a single consumer GPU, offline and always-on. This makes on-device personal agents with full access to sensitive user data viable without cloud round-trips — a real option for privacy-constrained deployments and edge automation — but it's the distilled open sibling of the still-closed Muse Spark, so expect a capability gap versus frontier hosted models.