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Work · May 10, 2026

The Codex

Where audiences collaboratively decode art.

What it does

A platform where audiences collaboratively interpret art. Artists upload songs, poems, or videos; audiences stake interpretations and earn Signal for insightful convergence.

Does the same job

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    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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