Framework
RCOT · Restraint Continuity Observation Translation
RCOT is our formal constraint-optimization architecture, which governs all system behavior by evaluating margin-to-boundary scores across every operation.
Patent Pending · USPTO #19/448,772
Constraint-Aware Trajectory Optimization
Our patent application covers any system which evaluates paths under formal constraints and selects optimal trajectories using TTBC maximin selection, while respecting safety boundaries at every step.
ARC-AGI-3 Benchmark
#288 of 529 · Current Score: 0.20 · April 2026
ARC-AGI-3 is an interactive reasoning benchmark that measures how efficiently AI agents can explore, adapt, and learn in novel environments. Our competing agent's architecture was designed to be constraint-native from the ground up.
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Systems
TVAR · Transductive Variational Adaptive Resonance
TVAR is our real-time distributed cognitive perception engine that processes 468 facial landmarks, vocal stress biomarkers, and micro-expressions on-device, generates composite emotional scores through constraint-governed reasoning, and accumulates individualized understanding over time without any cloud dependency.
Infrastructure
SENTINEL · Secure Evidence Network for Trusted Intelligence
SENTINEL is our cryptographic audit layer providing AES-256-GCM encryption at rest, hash-chained tamper-detecting logs, immutable consent records, three-tier research data governance with cryptographic pseudonymization, and compartmentalized access control.
