Claim safety: evidence before metrics
This is part 5 of the Agent production system series. Previous: From Xbox SLAs to agent fleets. Constellation nodes: Eval gates, Search, Human approval. Agents are fluent. Fluency is not the same as true. Claim safety is the discipline of keeping numbers, titles, and authorship tied to evidence — especially when a model would rather sound complete than sound correct. It shows up in eval gates, in human approval, and in public artifacts like this site and Resume Builder. ...