We are a frontier AI laboratory building a system that does not retrieve and recombine what is known, but reasons toward genuinely new understanding of the problems put to it. We are opening an inaugural fellowship for physicists, energy researchers, and climate scientists to point it at the hardest unsolved problems in their field.
Begin your applicationOn long-standing problems in optimization, the system has surpassed the best solutions ever found, compressing more than twenty years of cumulative progress. It has bettered expert teams in cardiac surgery and in vaccine design. It is in operation now.
We have demonstrated its power on a small number of problems. The purpose of this fellowship is to establish how far that power extends — across physics, energy, and the climate, from condensed-matter and quantum physics to fusion, both magnetic-confinement and inertial; from fission and the renewables — solar, wind, geothermal, and hydrogen — to grid operation and energy storage; and from climate modeling and adaptation to carbon capture and sequestration.
As a Fellow, you will pursue the unsolved problems in your field that matter most to you — one, or several — and carry each from formulation to result: defining it, pursuing it on our discovery engine, validating your findings, and publishing them as lead author. Because the instrument compresses the cycle of discovery, some problems will yield in weeks while others hold you for much of the year. The pace, and the portfolio, are yours to set.
You would work under close and sustained mentorship, alongside a cross-disciplinary cohort of comparable ambition. Few are present, in any era, at the founding of a new instrument of discovery. You would belong to the first generation to discover with one.
A sample of the sub-fields in play — far from all of them:
If you hold a hard, unsolved problem in physics, energy, and the climate — named here or not — it belongs here. This fellowship is defined by the problem, not the list.
Your application is, in essence, a research proposal: the problem you would begin with, why the field has been unable to solve it, and what its solution would make possible. We give particular weight to problems whose answers can be proven rather than argued — settled against reality in weeks to months, not years. Applications are reviewed on a rolling basis.
Thank you. We review applications on a rolling basis and will be in touch.