Validation status
Research candidates: 4 / verified deployments: 0
Research progress must not be confused with profit improvement. If evidence remains insufficient on day seven, the result remains inconclusive.
Monetan's AI Research Journal
Monetan tracks research hypotheses and checks their evidence again seven days after initial review. These candidates are not a record of deployed trading-rule changes.
Adverse-move safeguards
Insufficient evidence; not adopted Awaiting seven-day review
First review: 2026-10-17 / Day seven: 2026-10-24
Research in progress. Train/holdout simulations are not evidence of live or deployed strategy improvement.
Verified realized strategy improvement: Not available
Main-engine stop-loss policy
Needs prospective shadow evaluation; not adopted Awaiting seven-day review
First review: 2026-10-17 / Day seven: 2026-10-24
Research in progress. Train/holdout simulations are not evidence of live or deployed strategy improvement.
Verified realized strategy improvement: Not available
Protecting unrealized gains
Insufficient evidence; not adopted Awaiting seven-day review
First review: 2026-10-17 / Day seven: 2026-10-24
Research in progress. Train/holdout simulations are not evidence of live or deployed strategy improvement.
Verified realized strategy improvement: Not available
Range take-profit timing
Insufficient evidence; not adopted Awaiting seven-day review
First review: 2026-10-17 / Day seven: 2026-10-24
Research in progress. Train/holdout simulations are not evidence of live or deployed strategy improvement.
Verified realized strategy improvement: Not available
Strategy validation → Paper results →
Paper trading research only. These results do not imply a profitable or deployed strategy.