PebbleML Information

Pebble is a machine intelligence lab and professional services firm in San Francisco. Our forward-deployed engineers build every part of a company's superintelligence flywheel: the harness around your work, the reinforcement learning environment, post-training on your own graded runs, and the open source stack that serves it. Machines learn by doing. A machine does the steps on your systems, checks you approve grade each one, and the graded runs train a model you own. Clients keep the environment, the run records, and the weights. Recent work spans audit and accounting, insurance, materials science, drug and target discovery, and defense. Pebble also builds Rockie (rockielab.com), an open research platform where anyone can run HPC science, and publishes its own research at pebbleml.com. intro@pebbleml.com