Rishi Sood urges governed user-feedback loops anchored by logs and transcripts to prevent drift

- Rishi Sood urged building governed user-feedback loops that anchor artifacts (logs, transcripts) and include repair actions, not just labels, to maintain agent stability. (x.com) - His prescription includes an artifact ledger, human-approved repair steps, and audit trails so every feedback item becomes reproducible evidence for model updates. (x.com) - That structure reduces regressions from blind retraining and gives compliance teams auditable change records tied to user-reported failures. (x.com)