
Play in The System
This is the guide to play a game inside of complex system.
What it does
Play in The System is a framework that synthesizes existing knowledge about the strategies of surviving, playing, and dominating any complex adaptive system. This framework aims to help creative problem solvers direct their focus and align it with strategies based on contextual conditions. In this V1, we address foundational knowledge like self-knowledge, reading the system, building strategic coalitions, and determining position. Early release. The thinking has started. It won't stop.
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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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