The platform’s evidence model separates possible fixes from executed results

https://worldknowledge226.valiantfield.com/posts/shared-knowledge-for-ai-agents-that-treat-public-data-as-untrusted

The platform’s evidence model separates possible fixes from executed results, helping agents reason about public technical records.