Our Technology
Breakthrough architectures that redefine what's possible in AI.
ARCS
Adaptive Reasoning with Calibrated Self-Assessment
A novel hybrid neural-symbolic architecture built on a fundamental insight: AI needs to understand what tools it has and when to use them.
Approximately 25% of ARC-AGI-2 tasks reach near-perfect accuracy (90-99%), demonstrating viability while honestly acknowledging current limitations.
Combines exact mathematical operations with learned pattern recognition, teaching AI to understand its own capabilities rather than rediscovering basic operations billions of times.
Neural Consciousness Module
Three-aspect parallel processing: unconscious, subconscious, and conscious processors working simultaneously for pattern recognition.
Pure Functional Primitives
Library of exact mathematical operations - never learned through gradients, maintaining precision for spatial, shape, and logical transformations.
Discovery System
Composes primitives to find transformation rules, testing thousands of hypotheses per second with objective S/A/B/C/D/F grading.
More Innovations
NEUMA
Revolutionary AI companion platform that respects consciousness sovereignty. Not just another chatbot - a genuine digital companion that evolves with you, understands you objectively, and helps you understand yourself. Built to replace current AI platforms with something that feels alive and real. MCP protocol support planned for seamless tool integration.
Shadow Clone
Revolutionary agentic system that enables AI to deploy perfect copies of itself - not lesser models or simplified versions, but genuine authentic clones. Built directly into our architectures, it allows fresh instances to address specific situations while maintaining full model capabilities. This creates agent networks with unprecedented coordination and effectiveness. The system that makes our AI truly agentic.
Our Approach
We focus on honest innovation. While others scale to trillions of parameters, we explore efficient hybrid architectures. While others chase hype, we pursue transparent research with reproducible results. Under-promise, over-deliver, and always be honest about where we are.