Only Institute / Knowledge

Follow your curiosity.

AI sends your question and public excerpts to PrimeSwarm.

Try agent memory, governance, or a project name.

All Publications
whitepaper

The Quilt-AGI Bridge: Cellular Automata Meet Mathematical Governance

Five new cell kinds for safe autonomous evolution

Grigori Korotkikh 2026-08-18 15 min
QuiltAGICellular AutomataZK proofs
Only Institute — The Quilt-AGI Bridge: Cellular Automata Meet Mathematical Governance

The Quilt-AGI Bridge

Overview

The Quilt-AGI Bridge extends Quilt's cellular automata substrate with AGI OS integration, providing mathematical guarantees for autonomous evolution.

New Cell Kinds

Equilibrium Cells

Maintain system stability through mathematical convergence thresholds.

Concept Cells

Encode semantic relationships as topological structures.

Gate Cells

Enforce access control and safety constraints at the cellular level.

Heal Cells

Detect and repair damaged or corrupted cell states.

Topology Cells

Manage the overall graph structure and connectivity.

Integration Modules

  • evolve_gate: Controls evolution with safety constraints
  • zk_bridge: Zero-knowledge proofs for verifiable computation
  • mesh_bridge: Distributed mesh networking
  • embedded_bridge: Bare metal deployment support

Back to Publications

Published by Only Institute