The control layer for safely managing BuckVisionAI intelligence logic changes. This dashboard defines how scoring weights, model tuning recommendations, confidence rules, seasonal adjustments, and risk caps are versioned, reviewed, approved, and rolled back if needed.
Model Tuning Continuous Intelligence Autonomous Foundation Open Live 70.7 HuntScore Version Control Open 70.8 Live Model Regression Guard Open 70.9 Model Incident ResponseEvery tuning change should start as a proposed version before it affects reports.
Founder approval remains required before any logic update becomes active.
Each intelligence version should explain what changed and why.
Any version that reduces report quality or creates bad recommendations should be reversible.
Approved versions should be monitored against real report outcomes.
Maintain a known good intelligence version that can be trusted during launch and customer delivery.
Outcome Data → Model Tuning Suggestion → Proposed Logic Version → Founder Review → Approved / Rejected / Hold → Active Logic Version → Performance Watch → Rollback if Needed Version Status: DRAFT = suggested but not reviewed REVIEW = founder review needed APPROVED = safe to use ACTIVE = currently used in report logic ROLLBACK = previous stable logic restored REJECTED = not used
BuckVisionAI should never silently change hunting logic. Every scoring change must be visible, explainable, founder-approved, and reversible.