Abundant

Abundant creates environments and datasets for reinforcement learning (RL). Its website describes work in domains including coding, physical sciences, recursive self-improvement and alignment, drawing on the founders' experience in simulation and model training.

According to its website, Abundant powers leading AI labs and multiple Fortune 500 enterprises, and its angel backers include people associated with OpenAI, Anthropic and Google DeepMind. The business appears to be B2B, selling environments and datasets to these customers; pricing and revenue model are not described.

The company states it is based in San Francisco, US, and describes its team as former ML engineers, founders and roboticists. Its open roles are mostly in San Francisco (research, alignment, platform engineering, recruiting and product), with some platform and research positions listed in Dublin, Ireland.

Product: RL environments and datasets for training and evaluating AI models, delivered to AI labs and enterprises.