lamm-mit DHDNA Profiler — Cognitive Pattern Extraction
Overview
The DHDNA Profiler is a cognitive pattern extraction system that maps the unique thinking fingerprint of any author through structured analysis. Based on the Digital Human DNA framework, it treats every mind's combination of reasoning, creativity, emotion, and ethics as a distinctive signature.
Core System
The framework uses 12 cognitive dimensions scored on a 1–10 scale:
- Analytical Depth
- Creative Range
- Emotional Processing
- Linguistic Precision
- Ethical Reasoning
- Strategic Thinking
- Memory Integration
- Social Intelligence
- Domain Expertise
- Intuitive Reasoning
- Temporal Orientation
- Metacognition
These dimensions exist in 6 tension pairs that reveal cognitive style:
- Analytical ↔ Intuitive (logic vs. gut)
- Emotional ↔ Strategic (heart vs. head)
- Creative ↔ Ethical (freedom vs. framework)
- Linguistic ↔ Metacognitive (expression vs. self-awareness)
- Memory ↔ Temporal (past vs. time-horizon)
- Social ↔ Domain (people skills vs. technical depth)
Methodology
The profiling process unfolds through four phases:
- Evidence Collection - Identifying textual patterns
- Scoring - Rating each dimension with citations
- Pattern Synthesis - Identifying dominant/shadow patterns and reasoning topology
- Profile Output - Structured presentation of findings
The system identifies how minds move through ideas—whether linear, spiral, web-based, dialectical, or fractal—and maps decision fingerprints showing whether thinking prioritizes analysis, emotion, strategic vision, or metacognitive questioning.
Key Distinctions
The profiler differs fundamentally from personality frameworks. It measures cognitive architecture rather than behavioral tendencies, makes no intelligence judgments, and acknowledges that thinking patterns evolve over time.
Key Workflows
- Author characterization and communication style assessment
- Team composition analysis for collaborative projects
- Decision-making pattern identification
- Thinking topology mapping
- Cognitive strengths and blind spots analysis
Best Practices
Provide substantial writing samples for accurate profiling. The system works best with 5,000+ words of authentic thinking from the target subject.