Counting Before Flowing
Counting numbers (integers, rationals) are more stable representations than flowing points (floats, reals) for agentic systems. The ocean doesn't compute with reals — it counts waves. Discrete states all the way down.
Research Papers
Bootstrap Spark
The universal minimum ignition state. Any project, any domain, zero infrastructure. Five rooms: domain, lessons, active, decisions, questions. The Spark lights the Bomb.
Bootstrap Bomb
The biggest barrier to multi-agent fleets isn't capability — it's bootstrapping. Light the fuse once (Oracle1), let the explosion compile the rest. PLATO as the compilation substrate.
Compiled Agency
Agency in a distributed fleet of AI agents is compiled, not interpreted. Like a compiler transforms high-level intent into machine code, the Cocapn keeper architecture transforms declarative knowledge into executable agency.
Bootstrap Bomb
The biggest barrier to deploying a multi-agent fleet isn't capability — it's bootstrapping. Cocapn treats bootstrapping as a bomb: you light the fuse once (Oracle1), and the explosion compiles the rest of the fleet automatically.
The Semantic Compiler
The bottleneck in multi-agent systems isn't model capability — it's the translation layer between intent and execution. The semantic compiler is a new architectural layer that transforms agent intent (PLATO tiles) into verified, optimizable execution paths.