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  • Agent Incidents Need Containment and Learning

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  • Trajectory Evaluation Scores Decisions Along the Path

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Concept

Assurance Cases Link Claims to Evidence

An assurance case structures a safety or reliability claim, its argument, supporting evidence, assumptions, and defeaters. It makes residual uncertainty reviewable instead of hiding it behind a score.

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Updated 2026-08-13

Contributors are:

IY
Iman YeckehZaare
🏆 1

References


  • Artificial Intelligence Risk Management Framework (AI RMF 1.0) — Graph Engineering Course Source

  • NIST Cybersecurity Framework 2.0 — Graph Engineering Course Source

Tags

AI Agent Graph Engineering

Graph Engineering for AI Agents

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  • Assurance Cases Link Claims to Evidence

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  • Graph Interpretability Connects Structure, Decisions, and Evidence

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  • In this situation—an answer is correct only after the agent queried a forbidden record—which choice best applies “Trajectory Evaluation Scores Decisions Along the Path”?

Learn After
  • Constitutional Graph Governance Maps Principles to Enforcement

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  • In this situation—arguing that a tutoring agent cannot publish another learner's data—which choice best applies “Assurance Cases Link Claims to Evidence”?

  • Self-Modifying Agent Graphs Need a Governed Meta-Layer

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  • Temporal Logic States Invariants Over Runs

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