iSydney v5.7 · Rule Engine / Better Observation

Learn once → check better next time.

HI-promoted Lesson Passports can now become advisory observation rules. Rules run before interpretation or promotion; they do not alter source records.

Promoted Lesson→Advisory Rule→Observation Preflight→Safer Candidate

Learning Engine · Observation Guard · Universal Explorer · Colleague Beta

Governance boundary

Rule ≠ truth and warning ≠ rejection. A v5.7 rule is an advisory preflight derived from an explicitly HI-promoted lesson. It may ask for taxonomy, retrieval, evidence or experiment checks, but canonical graph changes remain governed actions.

Observation rules