
Trivia Champions (AI Voice Game)
Play games with your VOICE on TV
What it does
Voice is the missing controller for TV games. TVs are everywhere, but gaming on them is still stuck behind bad remotes, consoles, and setup. Trivia Champions is our first step toward fixing that: a fast, competitive voice trivia game on Roku. Just launch it, answer out loud, and play from your couch. No console. No gamepad. No account. This is bigger than trivia. We’re building AI-powered voice games for the biggest screen in the home.
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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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