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TAG ARCHIVE

tool-genesis

1 MARIA OS blog articles tagged tool-genesis, 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.

Evidence, RAG, and Knowledge Governance

Evidence bundles, retrieval architecture, Graph RAG, knowledge trust, and auditable reasoning pipelines.

Safety & GovernanceMarch 8, 202628 min read

Tool Genesis Under Governance: How to Safely Turn Generated Code into New Commands

A formal framework for sandbox verification, permission escalation, audit trails, and rollback mechanisms that enable self-extending agent systems without sacrificing safety

When an AI agent generates code that could become a new command in a production system, every line of that code becomes an attack surface. Without governance gates between generation and registration, a self-extending agent is indistinguishable from a self-propagating vulnerability. This paper presents the MARIA OS Tool Genesis Framework: a 7-stage pipeline that transforms generated code into governed commands through sandbox verification, formal safety proofs, permission escalation models, immutable audit trails, and automatic rollback mechanisms. We formalize tool safety as a decidable property under bounded execution, derive permission escalation bounds using lattice theory, introduce the Tool Safety Index (TSI) as a composite metric, and demonstrate that governed tool genesis achieves 99.7% safety compliance with only 12% latency overhead compared to ungoverned registration. The central thesis: self-extension is not dangerous — ungoverned self-extension is.

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