Methods for measuring whether model-powered features are correct, stable, safe enough and useful under real operating conditions.
Research direction · Work in progress. Datanito publishes claims as results only when the evidence supports them.
How do we detect regressions in long, tool-connected tasks?
How should uncertainty be surfaced when a system is about to take an action?
Our direction combines scenario-based evaluations, adversarial cases, regression suites, human review and product telemetry with explicit release gates.