How AI-pilled are you?
Curious how AI-fluent your organization is?
How AI-pilled are you? launched on May 9, 2026 with 240 votes, #99 of 20,538 launches that month and more than 99% of that year's launches.
What it does
The P9 AI Fluency Index gives you an explainable grade in ~12 minutes, along with clear recommendations on how to reach the next level. Based on benchmarks from some of the most forward-thinking companies like Ramp, Fin, Shopify, Zapier and Jobber.
A free 12-minute diagnostic for founders and operators. Nine questions across six dimensions, scored on a 0–5 scale, with three recommended next moves.
In the maker’s words, at launch
How AI-pilled are you?
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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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