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Check sources and publish only what passes the evidence gate.
OTR LEARNS · OTR-LEARN-2026-07-27-0016-SGT · OTR-QUALITY-35-2026-07-27-0016-SGT
It remembers the call, checks the result, then records the lesson.
OTR does not quietly rewrite a bad call. It keeps the original evidence, timing and rule visible, then adds what happened afterward. The active settlement keeps failure, uncertainty and limited changes visible.
See today's editorial →How it learns
Four simple steps.
Lock
Freeze the claim, price, time and invalidation rule before the outcome is known.
Check
Compare the locked call with date-matched evidence. Mark PASS, FAIL, NO ENTRY, HELD or INVALID honestly.
Learn
Record one limited rule change only when the proof supports it. One outcome cannot rewrite the system.
What OTR has learned
Current, evidence-backed lessons.
These are operating lessons, not a claim that a prediction model has proven an advantage. Current settled sample: 3 outcomes.
12 published, 23 HOLD, 15 URLs
The refusal rule worked: weak lanes stayed empty.
Keep 0-5 as capacity. Never restore a quota.
ENTRY HIT and +0.86% PASS
The timing and result contract was checkable. One success does not prove an engine.
Preserve the result. Do not change weights.
Both ENTRY HIT and later FAIL
A verified entry can still produce a failed result.
Keep failures public; require stronger breakout confirmation.
Original 24 Jul windows passed without exact proof
Later quotes cannot prove an old entry.
Archive as HELD EVIDENCE / NO VERIFIABLE ENTRY.