Axiomatic AI is a Cambridge, Massachusetts deep-tech company building AI that engineers can actually trust. It pairs frontier language models with formal mathematical and physics-based verification so that the reasoning behind a design decision can be checked, proven, and traced. Its first commercial focus is photonics and semiconductor engineering - fields where simulations are sophisticated but fragmented and a fabrication error is expensive. Founded in 2024 by a group of MIT and ICFO physicists and led by former White House quantum-policy lead Jake Taylor, the company raised an $18M seed in March 2026 to build what it calls the intelligence infrastructure for verified science and engineering.
Peter Fedichev is a theoretical physicist turned longevity entrepreneur who co-founded Gero, a biotech AI company applying physics-based generative AI models to crack the root causes of aging. A former top-2 cited Russian physicist under 35, he traded quantum gases for aging clocks, building a platform that predicted biological age from wearable data before it was fashionable, secured a Pfizer collaboration, and landed a potential $250M deal with Chugai Pharmaceutical (Roche Group) in 2025 - all while publishing over 75 scientific papers and winning a $10,000 prize for winning a public debate on defeating aging.