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EP 50
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AI Breaks a 90-Year Math Problem, Life’s Alphabet in Space, and Science Funding

Hosted by Lester Nare and Krishna Choudhary, this episode moves from astrobiology to science policy to the rapidly changing frontier of artificial intelligence and mathematics. First, researchers analyzing pristine samples returned from asteroid Ryugu report all five canonical nucleobases used by DNA and RNA. We explain what that does—and does not—mean for the origin of life, how JAXA’s Hayabusa2 mission collected uncontaminated asteroid material, and why comparing Ryugu with NASA’s Bennu samples strengthens the case that prebiotic chemistry may be widespread across the Solar System. Next, we examine the fight over who controls federal research funding. A proposed overhaul of the rules governing federal grants would give political appointees greater influence over awards, reduce the controlling role of expert peer review, and expand the government’s power to stop grants that no longer align with an administration’s priorities. We break down the roles of Congress, OMB, federal agencies, universities, and the courts—and why this dispute could reshape the American research ecosystem. Finally, we go deep on an AI-assisted counterexample to the Jacobian conjecture, a major open problem in mathematics. Krishna explains coordinate transformations, Jacobian determinants, invertibility, special relativity, and why this result appears fundamentally different from simple brute force. We close with the growing debate over AI-generated mathematics, human verification, open science, attribution, and what remains for mathematicians when machines can produce results humans have pursued for generations.

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Monthly Notices of the Royal Astronomical Society·

Remarks on the disproof of the unit distance conjecture

Imagine you scatter a bunch of dots on a piece of paper. The question is: how many pairs of those dots can be exactly 1 inch apart? The Erdős unit distance conjecture asked whether there's a specific mathematical formula that limits how often this can happen as you add more and more dots. Think of it like asking how many friendships can exist in a town where friends are defined as people who live exactly one mile apart — there's a suspected maximum, and Erdős guessed what that maximum should be. For decades, no one could prove or disprove his guess. Now, an AI apparently found a specific arrangement of dots (a 'counterexample') that breaks the expected limit, proving Erdős's conjecture was wrong. A team of elite mathematicians then checked and explained the AI's work in this paper.

Nature Astronomy·

A complete set of canonical nucleobases in the carbonaceous asteroid (162173) Ryugu

Imagine DNA as a message written in a 4-letter alphabet. Those 'letters' are called nucleobases, and there are five of them: A, T, G, C, and U. Scientists collected tiny rock samples from an asteroid called Ryugu — a rock floating in space about 300 million kilometers from Earth — using a robotic spacecraft. When they looked very carefully at those rocks in a laboratory, they found ALL five of those biological 'letters' inside. Nobody put them there; they formed naturally in space through chemistry involving ice, water, and simple ingredients like ammonia. It's like finding all the pieces of an alphabet scattered across the cosmos, ready to be assembled into the language of life.