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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Local-first doesn’t have to mean local-only. Run small models on-device for the constant, private work — route to a bigger cloud model when the task truly needs

    ClawBox is promoting a local-first AI approach that combines on-device processing with cloud-based models. This strategy allows for private, continuous work on smaller models while offloading complex tasks to larger cloud instances. The core benefit is maintaining user control over browsers, files, and long-running tasks. AI

    Local-first doesn’t have to mean local-only. Run small models on-device for the constant, private work — route to a bigger cloud model when the task truly needs

    IMPACT Enables more private and controlled AI workflows by leveraging local processing.