Vox Populus

What it does

Vox Populus gives campaign managers and political consultants a single place to run voter registration and volunteer operations. It unifies tasks, outreach, and analytics so you’re not juggling spreadsheets and ad‑hoc tools. The goal: make it easier to recruit, organize, and retain volunteers while tracking voter‑registration impact in real time.

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  VoxJul 2026 · aasis21.github.io · ▲153

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  Golden Volunteer Organizer2018 · ▲90

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• RS
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  Brew ▲905

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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…

  Life & fun · May 2026 · github.com

• FM
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