Polymath

Builds RL environments and datasets for AI labs.

Human evaluation, RLHF preference data and post-training datasets with a scalable-oversight focus.

Publicly listed veteran of the data industry offering training data, annotation and model evaluation with a large global crowd.

Crowd-voted public leaderboard for language, image and code models, with commercial evaluation services.

Data-curation research shop that builds environments and optimizes agents for enterprises and labs.

Provides multilingual datasets, secure data operations and responsible-AI services to model labs and enterprises.