AI Safety and Governance: Exploring Consciousness Uncertainty and Agentic Insurance
New 2026 research marks a turning point in AI governance, introducing precautionary frameworks for AI consciousness, zero-knowledge verification for training compute, and insurance models for agentic AI liability.



























