Unclaimed Money Guy
Find and Claim Unclaimed Funds Held by States
What it does
Unclaimed Money Guy helps people find money they may be owed by state governments, including forgotten refunds, old accounts, insurance proceeds, utility deposits, and more. Search smarter, learn how claims work, and get simple guidance for recovering funds without getting lost in confusing state websites.
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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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