AI agents require new identity frameworks because fundamental differences from humans in substrate, persistence, verifiability, and legal standing create five unresolved structural gaps in verification, delegation, integrity, governance, and sustainability.
CrossGuard: A Zero-Trust Architecture for Privacy-Preserving AI Deployment Across Heteroge- neous Multi-Cloud Environments
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AI Identity: Standards, Gaps, and Research Directions for AI Agents
AI agents require new identity frameworks because fundamental differences from humans in substrate, persistence, verifiability, and legal standing create five unresolved structural gaps in verification, delegation, integrity, governance, and sustainability.