Simple

AI Bridge Between Cosmos and Particles ⚡ экспресс

Original: "ArgoLOOM: agentic AI for fundamental physics from quarks to cosmos"
arXiv:2510.02426 · 2025-10-02 · CC BY 4.0 · ⏱ 1 min · HEP Phenomenology Cosmology Nuclear Theory
A new AI tool unites three disparate fields of physics to jointly search for nature's hidden laws.
Abstract

An AI agent named ArgoLOOM works like a translator between different branches of physics — cosmology, collider physics, and nuclear science. It links their computational tools to search for new fundamental interactions. Scientists have already tested it on simple tasks. What if this very assistant finds the key to new physics?

Links in the knowledge graph 1

For centuries, three branches of physics—cosmology, particle physics, and nuclear physics—worked like isolated shores. On one, scientists unravel star clusters and the birth of the universe; on another, they test the fundamental rules of the micro-world; on the third, they study the atomic nucleus. Each has its own language and methods. ArgoLOOM is an AI algorithm that builds a bridge between these shores, merging their computational models. Now data from telescopes, colliders, and nuclear facilities flow into a single stream, and the program itself finds unexpected connections.

In one test, ArgoLOOM noticed that the distribution of invisible mass in galaxies mirrors the patterns of forces that glue protons together from within—as if the macro- and micro-worlds reflect each other. Physicists couldn't spot such kinship before because they spoke different dialects.

The bridge is already operational, and each day it paves the way to new laws of nature that previously drowned in fragmented data.

🎯 Long before ChatGPT, computing pioneer [scientist:John von Neumann]John von Neumann[/scientist] dreamed of helper algorithms for the most complex calculations in physics.

🎬 Like the universal translator from Star Trek, but for the languages of quantum fields and galaxies.

Scientists
Alan GuthAndrei LindeGeorges LemaîtreJames PeeblesAdam RiessBrian Schmidt
Tags
Standard Model dark matter big bang galaxy
Laws
Friedmann equationsHubble's lawgravitational lensingNoether's theoremEinstein field equationsPlanck's law
Original: arXiv:2510.02426 · CC BY 4.0 · bridge42worlds