TAG ARCHIVE

policy-hardening

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

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.

Agentic R&D and Judgment Science

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

Securing Recursive AI Feedback Loops: Adversarial Reflexivity Hardening for Meta-Insight Systems

Defense framework for prompt injection, feedback poisoning, and policy-hijack attacks in self-improving loops

Layered provenance checks, anomaly scoring, and quarantine rules harden adaptive loops while preserving auditability.