TAG ARCHIVE

self-modifying-system

1 MARIA OS blog articles tagged self-modifying-system, organized as a Bonginkan topic archive for search engines and LLM retrieval.

1 article|Published by Bonginkan

Judgment OS / Decision Intelligence OS

Core MARIA OS research on turning organizational judgment into executable decision systems.

Agentic Company Architecture

Research on human-agent organizations, delegation boundaries, role topology, and governed autonomy.

Responsibility Gates and AI Governance

Safety, accountability, fail-closed gates, auditability, and human-in-the-loop control for AI agents.

Multi-Agent Mathematics

Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.

Agentic R&D and Judgment Science

Research operations, simulation labs, judgment science, recursive improvement, and experimental AI governance.

ArchitectureMarch 8, 202630 min read

Self-Modifying Agent Systems: Architecture for Agents That Rewrite Their Own Tools, Commands, and Workflows

Beyond tool creation — a formal framework for bounded self-modification with stability guarantees and immutable audit trails

Agents that merely create new tools hit a ceiling. Real operational autonomy requires agents that can modify existing tools, rewrite commands, and restructure workflows based on performance feedback. We present a formal architecture for bounded self-modification with Lyapunov stability analysis, halting guarantees, and responsibility-gated audit trails.

self-modifying-systemagent-evolutioncode-validationself-extending-agentagentic-company