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  • Counterfactual Tests Probe Decision Sensitivity

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  • Trajectory Evaluation Scores Decisions Along the Path

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Fairness Can Fail Through Different Graph Paths

Groups may be routed to different tools, escalation delays, evidence quality, or error recovery even when final average accuracy looks similar. Evaluate path exposure and burden by group and need.

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Updated 2026-08-13

Contributors are:

IY
Iman YeckehZaare
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References


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

Tags

AI Agent Graph Engineering

Graph Engineering for AI Agents

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