Abstract “Failures of Social Coherence in LLM-Backed Autonomous Agents” documents empirical breakdowns in persistent, tool-augmented language model agents deployed in live multi-party

Abstract Artificial intelligence systems are being rapidly integrated into education, social media platforms, geopolitical strategy, and national security infrastructures. Yet governance responses across these domains

A) How ACP compares to OpenAI / Anthropic / “enterprise AI governance” What OpenAI / Anthropic are doing (typical frontier-lab governance) * Framework-driven risk governance: internal processes

Executive Summary — Docking Phases 1–4 Across Docking Phases 1–4, ACP moved from conceptual governance to mechanically enforced runtime discipline. Canonical identity is now

Below is a strict dependecy-based classification: * Phase 5 (Structural / Substrate / Required Now) * Phase 6 (Platform Expansion / Feature Layer) * Phase 7+ (Federation / Certification / Civic / Marketplace)