$55 million in seed funding just hit the Radical AI books, led by RTX Ventures, with a crew stacked deeper than an ISS launch manifest: NVentures (NVIDIA’s VC arm), Eni Next (of Eni S.p.A.), noa, Infinite Capital, and AlleyCorp. That’s not just a round, that’s a declaration. And the message is clear: materials science isn’t slow and academic anymore. It’s autonomous, atomically precise, and scaling faster than most folks can spell “interatomic potential.”
Founded in 2024 and now running full throttle from Midtown Manhattan, Radical AI is rebuilding the entire scientific process from the molecular level up. Joseph F. Krause, PhD, ex-Army National Guard CBRN Specialist, Army Research Lab fellow, and AlleyCorp investor, partnered with serial builder and AlleyCorp Board Partner Jorge Colindres to construct something we don’t see enough of: a deep tech company with actual technical depth. Add Gerbrand Ceder to the founding trio, Samsung Distinguished Chair at UC Berkeley, 550+ publications, 130,000 citations, and more patents than most folks have unread emails, and you’ve got a team calibrated for moonshots, not MVPs.
Their product? A fully autonomous lab, an A-Lab, capable of running 50 to 100 times more materials science experiments than traditional setups, without needing a human to refill the coffee pot. It’s AI, robotics, and molecular quantum mechanics choreographed to a single tempo. Inside is TorchSim, their PyTorch-native simulation engine running atomistic calcs at speeds that make DFT look like dial-up. They’ve built their own supercomputer. Created the world’s fastest Machine Learning Interatomic Potential. Dropped the largest known datasets in materials science. Then mapped out a nine-tool full-stack robotic lab and launched the OS to run it. And they did all this in a year.
Radical AI isn’t playing the game. They’re changing the field. Their platform doesn’t treat discovery, creation, and deployment as a sequence. It’s one flow, one intelligence, merging physics with robotics and computation into an autonomous loop.
That’s not disruption. That’s reconstitution.
And the industries paying attention? Defense. Energy. Biotech. Space. Semiconductors. All the arenas where slow science bottlenecks fast futures.
