AO Labs

AO Labs is an applied AI research lab building real-time reinforcement learning, unlocking AI that can be hyper-personalized with less data than LLMs. Our first product is an API that learns by combining end-user context, application data, and a feedback signal in a fast learning loop that’s lightweight enough to provision a distinct agent per-user. There’s no gap between training and inference-- train at the edge, learn all the time. With our framework we increase training efficiency and also combine the static pre-trained intelligence from LLMs with continuous training to learn local contexts. AI progress is bottlenecked by backpropagation, which necessitates labelled data to set the ground truth while also leaving a gap between training and inference that result in increasingly larger, more homogenizing models.