/acr-vault/08-results/biomimetic/readme
README

Biomimetic Results

Experiment Cluster: 02-EXPERIMENTS/BIOMIMETIC/

EXP-005: Biomimetic Weight Optimization

Status: ✅ Research Complete - Ready for Result Consolidation

Research Phases (8 total):

• Phase 1: Property-based testing (27 tests)
• Phase 2: Synthetic data generation (10 tests)
• Phase 3: Ablation studies (12 tests)
• Phase 4: Grid search optimization (7 tests)
• Phase 5: Production validation (6 tests)
• Phase 6: Deployment (11 tests)
• Phase 7: Visualization (7 tests)
• Phase 8: Meta-science documentation

Expected Results Files:

• exp-005-phase-ablation-results.json - Ablation study outcomes
• exp-005-weight-optimization-grid.csv - 169 configuration results
• exp-005-performance-comparison.json - Baseline vs optimized comparison
• exp-005-visualization-report.md - Key findings with graphs

Key Findings to Capture:

• Optimal weight configuration: surprise=0.60, decay=0.10, relevance=0.20, habituation=0.10
• Performance improvement: 12-38% correlation increase
• Baseline weights: surprise=0.30, decay=0.40 (intuition-based)
• Total tests run: 80 across all phases
• Runtime: 3.56 seconds

Test Harness:

• Custom biomimetic testing (part of broader consciousness test suite)

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Result Consolidation Task

To complete Phase 4 for BIOMIMETIC, we need to:

1. Extract weight optimization outcomes from research phases
2. Consolidate ablation study data
3. Format grid search results
4. Create performance comparison summaries

Ready to implement when needed!