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.
Relationships
alternative to variability
Classification
- Risks mitigated
- Excessive risk-taking in safety-critical domains
Sources
- 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.