iSydney v5.6 · Learning Engine
Review → Lesson → Better Future Rule
The Learning Engine reads the local Reality Return review ledger and converts repeated or reusable human corrections into Lesson Candidates. It does not silently rewrite the graph.
HI Review→Pattern→Lesson Candidate→HI Promotion→Future Check
Review Register · Lesson Register · Rule Engine · Colleague Beta · Home
Scientific boundary
Repeated ≠ true. Corrected ≠ universal. A lesson candidate summarizes review experience. Promotion requires explicit human judgement and should state scope, evidence and the future check it changes.
Lesson candidates
Seed lesson retained
LESSON-001 · Before promoting a sparse relationship to a scientific gap, check retrieval, taxonomy and domain-expectation alternatives. This remains a conditional demonstration until real adjudication is recorded.