Research
The science that makes the product believable. Our work in cognitive architectures, taxonomy, and self-improving systems directly powers the Rams Labs AI OS.
Research Areas
Cognitive Architecture
Addressing the 10 gaps between AI and the brain. Continuous learning and catastrophic forgetting.
Taxonomy & Routing
Zero-loss multi-path classification for 1,000+ leaf nodes in enterprise procurement.
RL / Self-Improving
Scoring, reward design, and guardrails for vendor evaluation systems.
Embodiment & Hardware
Hardware connections as a body. Treating error codes as felt signals in the AI OS.