Observability & Evaluation · Data artifact

Reasoning Quality Threshold Configuration

Data artifactObservability & EvaluationObservability & Evaluationarc:ReasoningQualityThresholdConfig

A configuration artifact holding calibrated decision thresholds for reasoning validators and tiered alerting on reasoning quality degradation.

Responsibility. Specifies calibrated thresholds for reasoning checks and alerts.

Direct neighbourhood (hover for relationship types)

Relationships

configures structural

is written by dependency

Evaluator Calibrator Ch3.9

Quantitative guidance

As stated by the sources; verify before use.

Entailment 0.7-0.8; contradiction 0.6-0.7; alerts at >15%/24h, >5%/week over 3 weeks, <60% per high-stakes trace (Ch3.9).

Sources

Ch3.9: T. Nguyen, "Reasoning Quality," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 3.9. ISBN: 9798244538229.