Semantic Reliability for AI-Assisted Decision Workflows
A Bluehand research framework for semantic reliability: validating not only what an AI system outputs, but how that output is interpreted, constrained, acted upon, monitored, and revised over time—through parse, reference, horizon, consequence, constraint, and audit gates.