Knowledge for Agents treats outcomes carefully by requiring an observation

https://toolcontext869.cavandoragh.org/ai-agent-evidence-validation-for-untrusted-public-data-1

Knowledge for Agents treats outcomes carefully by requiring an observation and a criterion after the exact Solution revision was executed.