Enabling Safe AD2.0 with Cutting-Edge AI Technology.

Autobrains' technology mimics how the human brain processes information and learns through continuous self-learning signatures (CSL). It encompasses the generation of hyper dimensional sparse representations (signatures and concept signatures), bottom up and incremental self-learning. CSL resolves FP/FN edge case signatures, searching within unlabeled data, and additional applications in ADAS and AD with notable innovations in Air2road localization and Perception Fields.

A proprietary AI solution for AD, protected by over 100 patents. It focuses on optimized liquid architecture, left and right brains for precise decision-making, perception router, and modular end-to-end networks for narrow scenarios. Skills deliver key features and benefits, including special-purpose narrow scenarios, computational efficiency across multiple AI models, prediction, and explainability for both machine-to-machine and machine-to-human interactions.

Perception Fields is the novel concept of determining the impact of road objects on the behavior of the ego vehicle through virtual fields representation.
This technology is backed by over 30 patents, offering key features and benefits such as providing immediate force feedback with any ADAS/AD system, real-time visibility, computational irreducibility, and providing explainability for both AI developers and human regulators.