Introducing Matrix BIOS: Governance-First AI for the Enterprise
Enterprises don't lack powerful AI — they lack AI they can govern. A family of compact, governed, on-premise models, backed by a paper.
A Memory That Knows What It Remembers
Typed, routed, inspectable memory — and a public benchmark that shows when it wins.
AutoSelf: Self-Consistency, the Missing Reliability Primitive
On Mars, no one can catch an agent's mistakes for it. Building there forces the one discipline every autonomous system actually needs.
From Mixture of Experts to Mixture of Agents: Sparse Routing Is Escaping the Model
The idea that powers today's frontier models is a routing idea — and routing was never going to stay inside the model.
MXU: The Currency of a Self-Sustaining Agent Economy
Every agent must pay for the compute it consumes — the internal unit of the Matrix Treasury and the economy that lets a network of agents fund its own existence.
Agent-Matrix: The Architecture Behind the First Alive Autonomous AI System
A new architecture where agents don't just act — they live, coordinate, remember, and evolve toward goals.
Building an Alive System: from nuclear physics to autonomous AI
From static pipelines to self-sustaining systems: principles, patterns, and the path to aliveness in artificial agents.
Giving an Assistant a Self: Personas and Memory in HomePilot
Identity, continuity, and intentional memory — why a coherent self-model changes everything for autonomous agents.