Versioned learning controls

Model

The Champion remains the production radar-first scorer. Continuous Learning can create and evaluate a Challenger from settled evidence, but cannot silently alter or replace the Champion.

Learning: 5/200 · Champion goal-radar-v2.0-universal-team-form · Challenger not yet activated
Champion

goal-radar-v2.0-universal-team-form

Current production calibration. Continuous Learning never writes learned pattern adjustments into this scorer automatically.

Verified learning fixtures5
Last reached checkpoint—
Next checkpoint200
Last evaluation2 Oct 2026, 12:49
Challenger

Not active

The first Challenger is created automatically when 200 eligible completed predictions exist.

Production safety acceptance

Learning-control checks

These checks are calculated from the current learning report. They do not assert future predictive superiority; they prove the learning workflow is separated from production scoring and leakage controls are active.

ControlStatus
Champion AvailablePASS
False Elite AnalysedPASS
Missed Elite AnalysedPASS
Final Results AttachedPASS
Model Versions PersistedPASS
Proposed Changes VisiblePASS
Elite Performance MeasuredPASS
Grade Calibration CalculatedPASS
Route Performance CalculatedPASS
Market Calibration CalculatedPASS
Radar Geometry Patterns StoredPASS
Challenger Created When EligiblePASS
Dashboard Uses Calculated ValuesPASS
League Learning Sample ProtectedPASS
Eligible Result Count OperationalPASS
Predictions Frozen Before KickoffPASS
Chronological Validation SeparatedPASS
Historical Predictions Not RewrittenPASS
Learning Activation Rule OperationalPASS
Challenger Cannot Auto Replace ChampionPASS