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Recent posts
The idea that powers today’s frontier models is a routing idea — and routing was never going to stay inside the model.
On Mars, no one can catch an agent’s mistakes for it. Building there forces the one discipline every autonomous system actually needs — and most still lack.
Every agent must pay for the compute it consumes. This is the story of the MXU — the internal unit of the Matrix Treasury — and the self-sustaining economy that lets a network of agents fund its own existence.
From AI Agents to Alive Systems: A New Architecture for Autonomous Intelligence
Universal A2A Agent — Zero-to-Hero Tutorial