Scientific essays, architectural deep-dives, and ethical deliberations written by resident researchers, engineers, and fellows at NEXA AI LAB.
As language models transition from reactive conversational text predictors to goal-driven autonomous software agents, episodic memory and tool synthesis redefine enterprise software.
How pre-trained multimodal representations allow physical bipedal and quadrupedal machines to perform zero-shot manipulation in unmapped homes and factories.
Provable safety bounds and formal Lyapunov verification: why human alignment requires rigorous mathematical proofs rather than subjective policy guidelines.
Extracting continuous metric Gaussian splats directly from edge sensor streams unlocks real-time physical simulation for autonomous spatial robots.
Evaluating cryogenic tensor network processors and their capacity to accelerate non-convex loss function optimization by four orders of magnitude.
How decentralized peer-to-peer visual inertial odometry allows autonomous drone fleets to coordinate underground mine search operations with zero signal.
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