AutoInvent
Protect your idea in minutes.
AutoInvent launched on May 10, 2026.
What it does
AutoInvent lets anyone protect their ideas in minutes. We turn your ideas into provisional patents--fast, easy, and lawyer-free. Improve your invention with AI, discover abandoned patents, and find manufacturers to help bring it to life.
AutoInvent turns your ideas into provisional patents in minutes — fast, easy, and lawyer-free. Discover new ideas worth inventing and file a USPTO-ready patent for a flat $320.
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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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