mathematics

Mathematician Terence Tao has announced the formation of an Advisory Group on Mathematics and Artificial Intelligence, per his blog. The group is expected to advise on how AI tools are developed and used in mathematical research, and how mathematicians can contribute to AI safety and capability work. The announcement is drawing broad attention in the tech and research communities, with readers debating what role mathematicians should play in shaping AI development.

A physicist reports that he challenged an AI system to tackle a nine-loop problem, a famously demanding calculation in theoretical physics, and that Anthropic's Claude was able to solve it. The claim is drawing attention from researchers debating how capable large language models really are at advanced mathematics and physics, and what this means for the future of scientific work.

OpenAI has announced an advisory group focused on mathematics and artificial intelligence. According to the announcement, the group is intended to bring together experts around the intersection of mathematical research and AI development. Details about its members, mandate and funding have not been broadly reported yet, so the scope of the initiative remains largely unclear beyond the announcement itself.

An AI system has reportedly set a record by independently computing a 9-loop physics amplitude, a Feynman diagram calculation far beyond typical human work. Most real-world perturbative calculations in quantum field theory stop at 2 or 3 loops due to their complexity. The result highlights how machine learning is beginning to automate some of the most demanding mathematical tasks in theoretical physics.

Cryptographer Amit Sahai has published a guest essay titled 'We're Gonna Need A Lot More Mathematicians' on Fields Medalist Terence Tao's blog. The piece, also circulating on Hacker News, argues that mathematics expertise will be in higher demand as AI tools advance, prompting discussion among researchers about how large language models change the value and supply of mathematical talent.

Quanta Magazine reports that while quantum effects in biology remain unproven, the mathematics used to model biological systems increasingly resembles quantum formalism. Researchers are applying quantum-like mathematical frameworks to describe how living systems behave, bridging physics and biology without claiming organisms actually exploit quantum mechanics. The piece is drawing attention on tech and science discussion forums, where readers are debating whether these tools reveal deep parallels or are just convenient analogies.

A new Netflix film tracing Ted Kaczynski's origins, known as the Unabomber, is drawing attention to its cast and who plays the key figures in the story of the former mathematics professor who carried out a nationwide mail-bombing campaign. Viewers are searching for details on the actors taking on the roles in the film.

The Governor of Gujarat has called on young researchers to examine physics, mathematics and astronomy through a logical lens. The appeal, reported by ThePrint, frames rigorous reasoning as central to scientific study, and comes amid ongoing public discussions in India about strengthening research culture and scientific temper among students and early-career academics.

Netflix has released a new film about Ted Kaczynski, the mathematics prodigy who became the domestic terrorist known as the Unabomber. Dutch media coverage describes how the story traces his path from wonderkind to terrorist and the years-long mail bomb campaign that killed three people before his 1996 capture.

Trending on Hacker News is a new blog post by mathematician Terence Tao titled 'We're gonna need a lot more mathematicians'. The post, shared on his widely read blog, argues for significantly expanding the mathematical workforce. Commenters on the site are upvoting and discussing the piece, though the specific arguments it makes are not detailed in the posts collected here, so readers should consult the article itself for Tao's reasoning.