Research-Grade Cognitive Security
Quantitative metrics for digital humanities, linguistics, and psychology research.
Novel Research Metrics
Fractal Dimension
Measures text complexity. Human poetry: 2.3-2.7. AI poetry: <2.2 or >2.8. First quantitative poetry metric.
Multi-Scale Coherence
Measures logical flow across scales. Human: 0.4-0.9. AI: extremes >0.9 (too perfect).
Emotional Depth
Composite metric: vocabulary richness, sentiment variance, personal pronoun density, metaphor complexity.
Natural Repetition Detection
Differentiates human chorus (0.3-0.6) from robotic AI repetition (>0.7). Essential for song analysis.
Research Opportunities
📖 Digital Humanities
Can fractal dimension distinguish Shakespeare from contemporaries? How does poetic form affect coherence scores? What is the mathematical signature of human creativity?
🌍 Linguistics
How does Caribbean Spanish differ from European Spanish? Does social media language have distinct fractal patterns? How does language evolve over decades?
🧠 Psychology
Can emotional depth scores detect depression in writing? How does expressive writing affect mental health metrics? What are the linguistic signatures of different emotions?
🤖 AI Safety
How does AI writing evolve with new model versions? Can we detect "AI polish" in human text? What are the persistent artifacts of AI generation?
What We Offer Researchers
Exportable Data
JSON, CSV, and SIEM-compatible formats for your analysis pipeline.
Multilingual Analysis
English, Spanish, Portuguese, French – including Caribbean variants.
Privacy-Preserving
100% local processing – ideal for sensitive research data.
Full Documentation
White paper, technical specifications, and methodology guides under NDA.
Apply for Research Access
Free access for accredited research institutions. Includes:
- Full access to all features
- Exportable metrics and data
- Dataset collaboration opportunities
- Citation support and co-authorship opportunities
🔐 NDA required to protect patent-pending technology.