BriefBook

What it does

You want to read more. You never finish. BriefBook turns 121 books into 6-minute quests - read or listen, collect owl companions, climb the weekly league, and let Jowl track your streak. Free forever. Android.

• 
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  Readinshort2021 · ▲119

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• 
  Bookself2019 · ▲361

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• 
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  CleanShot 5.0 with Studio Mode▲278

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  Brew ▲905

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  PollyReach▲796

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• NW
  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

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