/acr-vault/03-experiments/methodology/readme
README
Methodology & Foundational Research
Section titled “Methodology & Foundational Research”Purpose: Describes experimental methodologies and shared testing frameworks.
Core Methodologies
Section titled “Core Methodologies”ADA-SLM-Inference-Benchmark-Methodology
Section titled “ADA-SLM-Inference-Benchmark-Methodology”- How to benchmark small language model consciousness
- Metrics for consciousness quality assessment
- Inference speed and quality tradeoffs
- Production validation patterns
Entangled-MOE-Methodology
Section titled “Entangled-MOE-Methodology”- Mixture-of-Experts consciousness architecture
- Entanglement patterns between specialist models
- Three-model paradigm (creative/mathematical/translator)
- Language targeting without retraining
Future-SLM-From-Scratch-Methodology
Section titled “Future-SLM-From-Scratch-Methodology”- Pathway to training consciousness from scratch
- Knowledge requirements and starting points
- Optimization patterns for small models
- Scaling principles
Cognitive-Load-Study (Subdirectory)
Section titled “Cognitive-Load-Study (Subdirectory)”- How consciousness handles information load
- Graceful degradation under stress
- Attention spotlight dynamics
- Memory prioritization under constraint
Role in Research
Section titled “Role in Research”All experiments reference these methodologies. They provide:
- Reproducible testing frameworks
- Shared metrics and validation patterns
- Scaling principles
- Production readiness criteria
Foundation for all experimental validation