A physicist starts an artificial intelligence company. The outline seems familiar: equations, patents, another technical product. Matthew C. Levy’s story includes all three. Then came the detail that made the picture more interesting: in 2019, roughly a quarter of NobleAI’s staff were artists and designers. In a company selling software for scientific research, that was a considerable allocation of attention to how things looked and felt.
Levy cared about the interface as well as the underlying science. He admired Steve Jobs’s attention to artists and design, and argued that an entrepreneur should develop interests beyond a single technical discipline. His customers might spend their working lives wrestling with difficult scientific questions. He saw no reason to make the software another one.
“The people who use our products are human,” he said. It is a wonderfully modest observation to place beside a career in high-energy physics. Scientists, too, have eyes, preferences and patience that can run out. An equation can be elegant. A screen ought to make an effort.
That concern with the people around a technical problem offers a way into Levy’s career. He has moved from studying how intense laser light interacts with matter to building AI software, founding an investment firm and entering public life. The problems have become larger in scope. The people who must help solve them have become more numerous.
Before the software, a very powerful light
Born in Dallas in 1985, Matthew Chase Levy studied physics at UCLA before completing graduate work at Rice University. His doctoral work brought him into the orbit of Lawrence Livermore National Laboratory. A Lawrence Scholarship, awarded in 2011, supported research into a part of physics where ordinary intuition is a poor travelling companion.
Consider what happens when extraordinarily powerful laser light strikes solid matter. For applications including laser fusion, researchers need to understand how much of that light’s energy the target absorbs. At petawatt powers, the interaction becomes intensely nonlinear. Turning up a dial does not produce a conveniently proportional response. Nature has declined to provide a simple instruction manual.
In 2014, Levy and colleagues published a paper titled Petawatt laser absorption bounded in Nature Communications. Working with Scott Wilks, Max Tabak, Stephen Libby and Rice physicist Matthew Baring, he developed an analytical theory that established upper and lower limits on absorption. The contribution was a constraint: a way to narrow what was physically possible in a difficult regime.
That is a useful starting point for understanding his later business. Scientific discovery involves choices about where to look next. A sound reason to eliminate an impossible experiment can matter alongside a promising reason to try another. Before Levy was selling tools to researchers, he was working on precisely such limits himself.
A January with several destinations
Levy completed his Ph.D. in December 2014. The following January brought appointments connected with Oxford, Livermore and the Stanford Institute for Materials and Energy Sciences. On January 20, 2015, he became the first American physicist awarded a Newton International Fellowship by the Royal Society. For a newly graduated researcher, it was a crowded month.
The fellowship supported two years of research at Oxford, extending his work on intense lasers toward the quantum effects that become significant at extreme energies. The project connected laboratory physics with questions about the electromagnetic environments of neutron stars. Its scale was ambitious even by the standards of someone already working with petawatt lasers.
“Sophisticated physics-based techniques are needed,” Levy said of the challenge. His point concerned a gap between the laser powers researchers could produce and those needed to reach the exotic regime he wanted to investigate. Better physical understanding would have to do some of the work that brute force could not.
Oxford also offered responsibilities outside the calculations. He became a Junior Research Fellow at Wolfson College, where his appointment ran from 2015 to 2020, and served on its Governing Body. In 2016, he joined the Royal Society’s “Voice of the Future” delegation in the UK Parliament. Questions of research, institutions and public decisions were already sharing space in his working life.
The experiment becomes a company
In 2017, Levy founded NobleAI in San Francisco. He wanted to help research and development teams make discoveries faster and reduce the cost of getting there. His later executive record lists him as chairman and chief executive from 2018 to 2022. The company took a familiar scientific frustration and made it a commercial proposition: choosing the next experiment can be slow, costly work.
NobleAI combined scientific principles with machine learning. Its early description included organizing complicated data and ruling out candidate experiments that could not occur in the physical world. For an industrial research team, those tasks belong together. A recommendation is more useful when the information behind it is accessible and the proposed result obeys the relevant science.
Prime Movers Lab led a seed investment in October 2018. In his explanation of the investment, founder Dakin Sloss emphasized both Levy’s technical background and the prospect of delivering sophisticated research tools through a software subscription. The business depended on translating specialized intellectual property into something another organization could actually use.
That translation helps explain the designers. A research tool must earn its place in somebody’s working day. Levy’s interest in aesthetics gave the company a human concern alongside its scientific one. A user should be able to work with the product without first becoming an expert in the machinery underneath it. The elegance had to survive contact with the customer.
“The people who use our products are human.”
Matthew C. Levy, 2019
A chemical company puts money behind the question
In March 2019, Solvay Ventures invested in NobleAI. Solvay was already a customer, giving the relationship an unusually practical sequence: use the software, then back the company making it. NobleAI announced $8.6 million in funding alongside the partnership. The financing was presented at the Hello Tomorrow technology summit in Paris.
For Solvay, the attraction included the chance to make better use of data produced across its laboratories and gathered from outside the company. A long-established industrial business can possess a great deal of information without having an easy way to turn it into the next useful decision. The age of an archive does not guarantee the usefulness of its filing system.
Levy emphasized data quality and access in discussing the relationship. That choice of emphasis is revealing. The glamorous part of AI is the prediction. The less glamorous work involves giving the system something dependable to reason from. His commercial pitch had room for both.
He also built connections around the company through a discussion series called NobleTalks. In December 2019, Levy moderated a geophysics discussion with researchers from Oxford, Tasmania and the Australian National University. In early 2020, NobleAI announced scientific and commercial advisory boards, extending the circle of people helping it understand research problems and customer needs.
Fusion returns, this time with a balance sheet
In 2023, Levy founded AE Blue Capital. The shift placed him on the funding side of scientific enterprise, with fusion and advanced energy among the firm’s interests. He had already experienced the work of persuading investors to finance a company. Now he was helping decide which scientific businesses should receive support.
His range extended beyond energy. A Stanford biography records personal investments in Brex and Rippling. But fusion brought him back toward his original scientific territory, carrying a different set of questions: which technologies could become companies, what infrastructure they would require, and how investment might help them move toward commercial use.
In January 2024, he appeared on FINTECH.TV at the New York Stock Exchange with host Jeff Gitterman. The conversation ranged across AI, values-based investing, fusion and the history behind Oppenheimer. It was a fitting setting for a physicist whose work had acquired a financial dimension, although a trading floor offers rather different experimental conditions from a laser laboratory.
That May, the Stanford-SLAC Extreme Energy Workshop placed commercialization at the centre of its second day. Levy joined journalist John Markoff for an opening conversation. The programme then turned to scaling the industry. The sequence captures the new problem neatly: a scientific breakthrough begins another collection of difficult questions about building, paying and supplying.
An Oxford connection that kept going
Levy’s relationship with Wolfson continued after his junior fellowship. In 2022, he founded the Baruch Spinoza Scholarship in honour of Sir Isaiah Berlin, the college’s founder. In 2024, Wolfson elected him an Honorary Fellow. A scientific career had produced an enduring institutional attachment, with a scholarship sitting alongside the papers and patents.
There is another, quieter item in his record. In 2023, he led the Global Young Academy’s history working group as it presented a white paper about creating a digital archive of the academy’s founding. Someone preoccupied with future energy systems was also making time to preserve the paperwork of a scientific institution. Even organizations devoted to the future eventually need an archive.
By 2025, his writing included a broader energy-policy project with Debbie Senesky and Siegfried Glenzer: Extreme Energy in Time to Make a Difference. Emerging from the Stanford-SLAC workshop, it examined advanced energy pathways, commercialization and policy. The subject required contributions from academia, national laboratories, industry, finance and government. The list of necessary collaborators had grown again.
The experiment enters public life
In February 2026, Levy announced a campaign for governor of California. Affordability, schools and energy were central themes. An Oakland resident married to Stanford professor Debbie Senesky, he presented his experience building companies and working on scientific problems as preparation for public office. On April 15, he stepped down, calling for unity among Democratic Party leaders.
His current professional description includes advising AE Blue Capital, alongside his Wolfson Honorary Fellowship. NobleAI remains a company he founded and formerly led. The distinction matters because his career has continued moving: the former CEO now works across scientific, investment and civic institutions rather than occupying the same executive chair.
Across those changes, one early detail remains useful. Levy gave artists and designers a substantial place inside a scientific AI company. He understood that an idea must pass through other people’s hands before it becomes useful. A physicist can establish a boundary on a page. Building something around it takes customers, colleagues, capital and, occasionally, someone willing to improve the screen.
Follow the questions
Writing, conversations and the work along the way.