Cognition · Data artifact

Risk-Averse Utility Policy

Data artifactCognitionCognition & Memoryarc:RiskAverseUtilityPolicy

A risk-attitude configuration using concave utility (e.g., log or square root) that encodes diminishing marginal utility and preference for certainty.

Responsibility. Configures concave utility so the agent prefers certainty over equal-expected-value gambles.

Also known as: Concave utility, Diminishing marginal utility

Variant of Risk Attitude Policy abstract

When to choose. Choose for safety-critical systems, medical treatment, retirement finance and other domains where worst-case outcomes carry severe consequences.

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Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Classification

Risks mitigated
Excessive risk-taking in safety-critical domains

Sources

  1. Ch5.10: T. Nguyen, "Utility-Based Decision Making Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 5.10. ISBN: 9798244538229.