
Scout.kids
AI to help mom find kids events
What it does
Moms spend hours per week browsing parent blogs, city calendars, instagram, library websites, etc. just to find activities for their kids to do. Worse, they do it late at night when they should be sleeping, and they still miss things. Scout.kids bring it all together in one place: a complete inventory of every kid event in your city so mom can find activities seconds, not hours. Our agents are crawling cities right now on behalf of moms, everywhere.
Does a similar 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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