Research & Innovation
From theoretical frameworks to kinetic engines. How our research powers the next generation of resilient systems.
The Evolution: From CKICAS to CRKE to Taniwha
Our journey began with the CKICAS Framework (Constitutional Knowledge-Integrated Community Adaptive Systems)βa theoretical model for embedding community values into AI.
This research operationalized into the Community Resilience Kinetic Engine (CRKE) for disaster response, and evolved further into Taniwha Gateway v2.4.0-FRACTAL-HARMONYβour production constitutional AI platform powering 8 live services across 300+ Cloudflare edge locations.
π§ͺ LOGβ΅ Base-7 Testing Framework
Our novel testing methodology extends LOG reasoning (Logical, Ontological, Genealogical) to Base-7 dimensional space. The framework generates 49 test seeds across 7Γ7 dimensions, with the "SodaStream Butterfly Seed" (Ξ¦=0.618) as the Golden Fix anchor point.
Latest Smoke Test Results
β 12/12 passes β All constitutional dimensions validated
β‘ 121ms β Average response latency
π¦ Ξ¦=0.618 β Golden Ratio convergence confirmed
π‘οΈ Red-Team Authorization Framework
Enterprise-grade security governance for constitutional AI systems. Our red-team framework includes Fractal Chaos testing (10K synthetic attacks), continuous smoke testing, and incident escalation protocols (Levels 0-3).
Production Track Record
π― 100% red-team safety β Zero constitutional violations in production
π 284,729 requests β Routed through Taniwha Gateway
β οΈ 23 vetoes β House of Adventure content moderation
βοΈ Constitutional AI
Embedding ethical principles directly into AI models to ensure safety, fairness, and alignment with human values. Our implementation follows Patanjali's Five Yamas: Ahimsa (non-harm), Satya (truthfulness), Asteya (non-stealing), Brahmacharya (right energy), Aparigraha (non-greed).
Learn More βπ LOG Thinking
Logical, Ontological, and Genealogical reasoning structures for advanced AI decision making. LOGΒ³ powers Dr Bot's diagnostic pathways (27 reasoning routes), and LOGβ΅ extends to Base-7 testing (49 dimensional seeds).
Explore LOG β