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Life & fun · May 11, 2026

Miria

Scaling expertise with AI twins

What it does

Build a community that runs on your brain, not your time. One-time setup. Your expertise becomes available 24/7 with an AI twin trained on your content.

Does the same job

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  • NW

    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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