🧗 Quality Lead Review

Protocol: HILL CLIMBING & BENCHMARKS

OPTIMIZED: 94% SCORE

KOKPI CERTIFIED

The Quality Lead has executed iterative Hill Climbing on the reasoning layer. Output stability and factual grounding have been verified against the golden dataset.

🧗 Optimization Evidence

🧗 Starting Hill Climbing Optimization...
🔄 Iteration 1: 0.82 Score
   - Hallucination detected in edge case: #342
🔄 Iteration 3: 0.89 Score
   - Prompt refined: Added negative constraints.
🔄 Iteration 5: 0.94 Score (Optimal)
✨ Final Model Config: gemini-1.5-pro | temp: 0.7
✅ Performance uplift: +12% accuracy gain.