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Your AI Agent Has an OAuth Token. Does It Have an Identity?

OAuth can prove that a request may reach a resource. It does not, by itself, tell an operator the full story of the actor holding the token.

  • OAuth tokens grant access but lack agent identity details.
  • Model Context Protocol spec addresses key identity questions.
  • AgentSIM system maintains stable agent identifier and audit trail.

Security Foundations Behind Reliable AI Systems

Originally published on WordPress on September 27, 2025. When AI systems fail in production, the failure is often blamed on data quality, model drift, or algorithmic limitations.

  • Infrastructure security foundation crucial for AI reliability
  • Shared compute environments risk hidden coupling and inconsistent behavior
  • Access control across AI lifecycle essential for data and model security

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