Tracks
Reasoning systems
Structured prompting, verifier chains, and decision quality checks for high-stakes outputs.
Blog
3 implementation notes in this track.
Verifier chains for high-stakes AI decisions
High-stakes reasoning workflows need independent checks for evidence, policy fit, and decision consistency before output is trusted.
9 min read
Decision quality rubrics for agentic workflows
Decision rubrics make AI reasoning reviewable by separating factual support, judgment quality, policy compliance, and action readiness.
8 min read
Counterfactual test suites for reasoning workflows
Test scenario variants before launch to detect brittle reasoning logic.
10 min read
Knowledge base
3 references in this track.
Counterfactual test design guide
How to create case variants that expose brittle reasoning patterns.
Reasoning qualityDecision quality rubric
Rubric for scoring AI-supported decisions across factuality, evidence coverage, judgment quality, policy fit, and action readiness.
Reasoning qualityReasoning verifier chain template
Template for checking evidence support, policy fit, assumptions, and escalation readiness in reasoning workflows.