limit of ai understand physics - SERP Analysis

https://www.reddit.com/r/TheoreticalPhysics/comments/1kmmw86/why_ai_cant_do_physics/

https://www.cam.ac.uk/research/news/mathematical-paradox-demonstrates-the-limits-of-ai

https://writings.stephenwolfram.com/2024/03/can-ai-solve-science/

https://www.kylekabasares.com/blog/2024/12/22/the-unsettling-pace-of-ai-progress-a-physics-phds-perspective

https://link.springer.com/article/10.1007/s10462-024-10874-4

https://www.sciencedaily.com/releases/2025/06/250610112446.htm

https://www.iop.org/sites/default/files/2025-03/Physics-and-AI-A-physics-community-perspective.pdf

https://rescale.com/blog/ai-physics/

https://www.ctol.digital/news/ai-video-generation-lacks-physics-bytedance-study/

https://link.aps.org/doi/10.1103/Physics.16.166

https://dongzhanghz.medium.com/does-ai-belong-to-physics-a34e5cc853eb

https://www.quora.com/What-is-the-limit-of-artificial-intelligence-What-wont-A-I-be-able-to-do-even-when-A-I-is-advanced-to-its-limit

https://www.linkedin.com/pulse/deep-thought-ai-physics-42-cosmic-computing-limit-beckett-dillon-cwg2e

https://www.cedtech.net/article/assessing-ais-problem-solving-in-physics-analyzing-reasoning-false-positives-and-negatives-through-15592

https://arxiv.org/html/2504.00408v1

https://www.newscientist.com/article/2353759-how-ai-is-shifting-the-limits-of-knowledge-imposed-by-complexity/

https://scalebytech.com/bytedance-explores-limitations-of-video-ai-models-in-understanding-physics/

https://www.physicsforums.com/threads/are-there-limits-to-human-understanding-in-physics-and-mathematics.1014497/

https://www.quora.com/What-does-it-mean-for-AI-to-understand-physics

https://www.youtube.com/watch?v=XLNmgviQHPA

https://www.youtube.com/watch?v=9LUaKykG83c

https://www.monolithai.com/blog/physics-based-models-vs-data-driven-models

https://www.bbntimes.com/technology/how-artificial-intelligence-is-disrupting-physics

https://www.linkedin.com/pulse/ai-powered-physics-how-ai-revolutionizing-scientific-discovery-cain-ddbwc

https://www.youtube.com/watch?v=0xS68sl2D70&pp=0gcJCdgAo7VqN5tD

https://www.cognite.com/en/blog/physics-and-ai-hybrid-deliver-working-ai-for-industry

https://www.youtube.com/watch?v=CB7NNsI27ks&pp=0gcJCdgAo7VqN5tD

https://www.articlex.com/why-ai-cannot-understand-real-world-physics/

https://www.sciencedaily.com/releases/2022/03/220317120356.htm

https://blog.cubed.run/can-ai-break-the-laws-of-physics-exploring-the-potential-of-ai-in-scientific-discovery-5b027489808b

https://www.youtube.com/watch?v=Rp_EKhLvoCs

https://www.techrxiv.org/users/708683/articles/693682-new-restrictions-on-ai-from-physics-the-most-reliable-way-to-predict-agi-future

https://www.chemistryviews.org/how-much-chemistry-and-physics-can-we-push-ai-to-do/

https://www.advancedsciencenews.com/are-ai-models-explainable-in-a-way-that-humans-can-understand-them/

https://www.sequoiacap.com/podcast/training-data-dan-roberts/

https://medium.com/%40vernal.futures/what-are-the-genuine-epistemological-limitations-of-ai-systems-understanding-physics-without-3ae438a5f249

https://www.wsj.com/tech/ai/artificial-intelligence-physics-informed-ai-acaa932f?gaa_at=eafs&gaa_n=ASWzDAhwlM5xQfUU8VYZpiYCq6tJzDPR_nCo-QABaVp6PHV64v4SPCeR9LXP&gaa_ts=68503910&gaa_sig=gQEv82lV8vIGwlhSzjPNxdRR5O_YIRB86fnkA-Kh2QgMBc81YUyZy8k5kiCYnpB4rjCm7J80XjKno0NerAjc8w%3D%3D

https://quantumzeitgeist.com/ai-tutor-improves-physics-education-outcomes-by-10-in-randomized-trial/

https://foundationcapital.com/has-ai-scaling-hit-a-limit/

https://www.top1000funds.com/2024/12/why-the-impact-of-technology-is-limited-only-by-the-laws-of-physics/

https://arxiv.org/pdf/1410.0369

https://cerncourier.com/a/designing-an-ai-physicist/

https://writingmate.ai/blog/ai-physics-tools

https://www.symmetrymagazine.org/article/tomorrows-physics-test-machine-learning?language_content_entity=und

https://mit-serc.pubpub.org/pub/o07xymoa

https://the-decoder.com/ai-video-generators-like-openais-sora-dont-grasp-basic-physics-study-finds/

https://bdtechtalks.com/2025/04/28/v-jepa-intuitive-physics/

https://binaryverseai.com/physics-ai-llms-fail-physense-benchmark/

https://www.firstprinciples.org/article/in-conversation-jesse-thaler

https://news.mit.edu/2024/scientists-use-generative-ai-complex-questions-physics-0516

https://www.sciencedirect.com/science/article/pii/S0370269322006396

https://www.researchgate.net/publication/387784645_The_Role_of_Artificial_Intelligence_AI_in_Transforming_Physics_Education_A_Narrative_Review

https://dev.to/aimodels-fyi/new-study-shows-current-ai-models-fail-basic-physics-tests-highlighting-major-limitations-in-1124

https://www.understandingai.org/p/i-got-fooled-by-ai-for-science-hypeheres

https://julius.ai/home/ai-physics-solver/

https://phys.org/news/2025-06-decoding-high-energy-physics-ai.html

https://news.ycombinator.com/item?id=23901729

https://affine.pro/blog/physics-ai

https://www.sharetechnote.com/html/NN/NN_Physics.html

https://files.eric.ed.gov/fulltext/EJ1449388.pdf

https://pubs.aip.org/aapt/pte/article/62/4/314/3279711/Artificial-intelligence-and-high-school-physics

https://courses.leeds.ac.uk/202627/k050/physics-with-artificial-intelligence-bsc

https://www.pnnl.gov/explainer-articles/physics-informed-machine-learning

http://backreaction.blogspot.com/2019/11/what-can-artificial-intelligence-do-for.html

https://schwartz.scholars.harvard.edu/sites/g/files/omnuum7046/files/iaifi-workshop-schwartz.pdf

https://link.aps.org/doi/10.1103/r2fn-kdy4

https://www.ohio.edu/news/2024/08/how-ai-helping-decode-complex-world-quantum-states

https://vocal.media/education/artificial-intelligence-for-solving-physics-problems

https://people.climate.columbia.edu/projects/view/2327

https://semiengineering.com/physics-aware-ai-is-the-key-to-next-gen-ic-design/

https://pure.qub.ac.uk/files/595505648/Paper_IA_Classroom_VRobledo_final.pdf

https://www.thesciencebreaker.org/breaks/maths-physics-chemistry/mathematical-paradoxes-unearth-the-boundaries-of-ai

https://appliedmldays.org/events/amld-epfl-2021/tracks/ai-physics

https://www.forbes.com/sites/chadorzel/2015/06/15/what-are-the-limits-of-physics/

https://hai.stanford.edu/ai-index/2025-ai-index-report

https://www.dl.begellhouse.com/journals/558048804a15188a,583c4e56625ba94e,415f83b5707fde65.html

https://www.youtube.com/watch?v=yuvqVXFVjt0

https://aiworldjournal.com/can-ai-test-the-limits-of-the-universe/

https://web.itu.edu.tr/senerozonder/KDD/abstract.html

https://writings.stephenwolfram.com/2023/10/how-to-think-computationally-about-ai-the-universe-and-everything/

https://www.azoai.com/article/Integration-of-AI-into-Game-Physics.aspx

https://researchfunding.duke.edu/artificial-intelligence-research-high-energy-physics

https://everettyou.github.io/2023/10/04/MLRG.html

https://atlas.cern/Updates/Feature/Machine-Learning

https://indico.bnl.gov/event/12269/attachments/37272/61408/Robets%20-%20BNL%20Colloquium%20-%202021%20-%2009%20-%2021.pdf

https://tnsr.org/2025/06/artificial-intelligence-and-nuclear-weapons-a-commonsense-approach-to-understanding-costs-and-benefits/

https://dl.acm.org/doi/10.1145/3678610.3678631

https://camlab.ethz.ch/teaching/ai-in-the-sciences-and-engineering-2024.html

https://danintheory.com/daniel-a-roberts/

https://www.sciencedirect.com/science/article/pii/S2666920X24001218

https://stackademic.com/blog/understanding-the-algorithms-behind-ai-physics-solvers

https://www.techrxiv.org/users/708683/articles/693682/master/file/data/paper3/paper3.TechRxiv.pdf

https://www.scirp.org/journal/paperinformation?paperid=126835

https://iaps.info/2023/10/01/mind-matter-collider-jiaps-october-article-of-the-month-the-impact-of-artificial-intelligence-in-physics/

https://www.anl.gov/amd/article/argonne-study-reveals-the-potential-and-limitations-of-ai-tools-in-research

https://ai.stackexchange.com/questions/4987/is-there-a-limit-to-the-increase-of-intelligence

https://bearing.ai/blog/why-physics-based-models-arent-good-enough

https://www.nature.com/articles/s41567-019-0489-5

https://blog.gopenai.com/beyond-math-puzzles-phybench-reveals-ais-struggle-with-real-world-physics-2419cacc84a4

https://datascience.virginia.edu/news/uva-researchers-built-ai-algorithm-understands-physics