Semantic Entropy

  • UncategorizedAI Reliability Engineering architecture diagram showing the A-G-E-S Framework with Access, Goal, Execution, and Supervision layers for autonomous AI governance using MCP security and OPA policies
    Digit3 days ago

    AI Reliability Engineering: The A-G-E-S Framework for Agentic AI Governance

    A-G-E-S: Engineering Specification Solving the Reliability Chasm in Multi-Agent Orchestration v2026.04.SPEC-FINAL I. Critical Failure Modes & Mitigations The primary hurdle to agentic adoption isn’t intelligence—it’s the Edge Case Cascade. Below are the five failure modes identified during our 15,000-iteration stress test. 1. Supervisor Collapse (The “Lazy Auditor” Problem) Scenario: In recursive supervision, the Auditor Agent begins to over-rely on the…

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