Blueprint for an AI-Enabled Particle Theory Community

@misc{fleming2026blueprint,
  title = {{Blueprint for an AI-Enabled Particle Theory Community}},
  author = {George T. Fleming and Daniel C. Hackett and James Halverson and T. J. Hobbs and Stefan Hoeche and Brandon Kriesten and Konstantin T. Matchev and Tony Menzo and Stephen Mrenna and Benjamin Nachman and Prasanth Shyamsundar and David Shih and Jesse Thaler and Jure Zupan and Prateek Agrawal and Jonathan Bagger and Yang Bai and Brian Batell and Sean Benevedes and Vedran Brdar and Matthew R. Buckley and Christopher Carone and Mu-Chun Chen and Kun Cheng and So Chigusa and R. Sekhar Chivukula and Neil Christensen and Timothy Cohen and Jonathan M. Cornell and Antonio Delgado and Radovan Dermisek and Jeff A. Dror and Anatoly Dymarsky and Jonathan L. Feng and Terrance Figy and Alexander Friedland and Dorival Goncalves and Craig Group and Tao Han and Mark Hertzberg and Samuel Homiller and Matheus Hostert and Philip Ilten and Zhong-Bo Kang and Can Kilic and Doojin Kim and William H. Kinney and Simon Knapen and Kyoungchul Kong and Graham Kribs and Shirley Li and Huey-Wen Lin and Zhen Liu and Ian Low and Pedro Machado and Kendall Mahn and Alexander Maloney and Liam McAllister and Djordje Minic and Bernhard Mistlberger},
  howpublished = {arXiv},
  year = {2026},
  month = oct,
  doi = {10.48550/arxiv.2610.28505},
  eprint = {2610.28505},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.28505},
  note = {CC BY 4.0},
}

TY  - UNPB
TI  - Blueprint for an AI-Enabled Particle Theory Community
AU  - George T. Fleming
AU  - Daniel C. Hackett
AU  - James Halverson
AU  - T. J. Hobbs
AU  - Stefan Hoeche
AU  - Brandon Kriesten
AU  - Konstantin T. Matchev
AU  - Tony Menzo
AU  - Stephen Mrenna
AU  - Benjamin Nachman
AU  - Prasanth Shyamsundar
AU  - David Shih
AU  - Jesse Thaler
AU  - Jure Zupan
AU  - Prateek Agrawal
AU  - Jonathan Bagger
AU  - Yang Bai
AU  - Brian Batell
AU  - Sean Benevedes
AU  - Vedran Brdar
AU  - Matthew R. Buckley
AU  - Christopher Carone
AU  - Mu-Chun Chen
AU  - Kun Cheng
AU  - So Chigusa
AU  - R. Sekhar Chivukula
AU  - Neil Christensen
AU  - Timothy Cohen
AU  - Jonathan M. Cornell
AU  - Antonio Delgado
AU  - Radovan Dermisek
AU  - Jeff A. Dror
AU  - Anatoly Dymarsky
AU  - Jonathan L. Feng
AU  - Terrance Figy
AU  - Alexander Friedland
AU  - Dorival Goncalves
AU  - Craig Group
AU  - Tao Han
AU  - Mark Hertzberg
AU  - Samuel Homiller
AU  - Matheus Hostert
AU  - Philip Ilten
AU  - Zhong-Bo Kang
AU  - Can Kilic
AU  - Doojin Kim
AU  - William H. Kinney
AU  - Simon Knapen
AU  - Kyoungchul Kong
AU  - Graham Kribs
AU  - Shirley Li
AU  - Huey-Wen Lin
AU  - Zhen Liu
AU  - Ian Low
AU  - Pedro Machado
AU  - Kendall Mahn
AU  - Alexander Maloney
AU  - Liam McAllister
AU  - Djordje Minic
AU  - Bernhard Mistlberger
PY  - 2026
DA  - 2026/10/20
PB  - arXiv
DO  - 10.48550/arxiv.2610.28505
UR  - https://arxiv.org/abs/2610.28505
AB  - Rapid advances in the capabilities and reach of artificial intelligence (AI) are changing research in particle physics. In this new era, AI is an innovative tool for theoretical physicists, while the interaction of AI and particle theory is itself a developing field. We argue that particle theory requires a community-scale effort to realize its full potential. We show how particle theory occupies a unique position in the AI for physics landscape, and describe the complementarity of AI and theory developments. We conclude with a series of recommendations on how to build an AI-enabled theory community for the Genesis Mission.
ER  -