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Navier Stokes

All articles tagged with #navier stokes

technology2 days ago•3 min saved

OpenAI's Mass Release of 700 AI-Generated Math Preprints Sparks Academic Outrage

OpenAI posted over 700 AI-generated mathematical preprints on GitHub on October 6, 2026, triggering a crisis in the academic community. While the firm claims the move aims to provide tools for scientists, many mathematicians criticized the lack of collaboration and transparency. The release follows OpenAI's earlier solution of the Navier-Stokes equation and has led to calls for equitable access to AI models to prevent a two-tier research system.

via Nature|

#artificial-intelligence #mathematics #navier-stokes

technology2 days ago•1 min saved

OpenAI Publishes 722 AI-Generated Math Proofs, Deepening Academic Controversy

OpenAI released 722 manuscripts containing solutions to 372 major mathematical problems, generated by an unreleased internal model. The release includes reasoning summaries and compute estimates but omits specific prompts, drawing criticism from the Advisory Group on Mathematics and Artificial Intelligence (AGMAI). This follows the controversial Navier-Stokes breakthrough and raises concerns about transparency, verification, and the potential for a two-tier research system.

via Engadget|

#academic-ethics #artificial-intelligence #mathematics

technology15 days ago•1 min saved

OpenAI’s Navier-Stokes Solution Sparks Debate Over Validity and Comprehensibility

OpenAI claims its AI agents solved the Navier-Stokes equations, a Millennium Prize problem, but mathematicians dispute the proof's value and origin. The solution relies on an external force, which many experts argue does not address the core physical mystery of fluid dynamics. Additionally, the proof is described as incomprehensible to humans, raising concerns about AI-generated research.

via futurism.com|

#ai-agents #clay-mathematics-institute #mathematics

technology20 days ago•9 min saved

AI in Math Sparks Credit Debates and a Push for New Rules

AI is increasingly essential in mathematical research, but its use raises attribution and trust questions as researchers navigate potential influence on proofs and results; OpenAI defends that prompts or data didn’t influence the Navier–Stokes solution, while mathematicians push for guidelines (such as the Leiden Declaration) and a cautious path forward to balance efficiency gains with preserving human credit.

via WIRED|

#ai #attribution #mathematics

technology21 days ago•98 min saved

AI Sparks Rare Math-Stakes Debate as OpenAI Claims Navier–Stokes Breakthrough

At the Heidelberg Laureate Forum, OpenAI claimed it deployed 10,000 AI agents to solve the Navier–Stokes existence-and-smoothness Millennium Prize Problem, a claim that ignited a public clash among elite mathematicians. Buckmaster and Alpöge allege they were racing to publish only to be pressured not to reveal their work, while others dismiss the move as reckless or PR. A panel including Michael Harris, Geordie Williamson, Jacob Tsimerman and Peter Scholze debated AI’s impact on mathematics, with calls for safeguards to protect human inquiry and concerns about predatory behavior, even as some argue AI could accelerate progress without replacing deep human understanding. The discussion underscored uncertainty about how AI and human mathematics will co-evolve, with wide-ranging views on the future of the field.)

via Live Science|

#artificial-intelligence #heidelberg-laureate-forum #mathematics

technology21 days ago•5 min saved

AI-Age Prize Debuts to Reward Verifiable Mathematical Breakthroughs

The Office of Justin Sun launched the Justin Sun Prize, a decentralized, open-source bounty that awards up to $1 million for first breakthroughs proven via machine-verifiable proofs in fundamental math and AI-assisted science. The inaugural awards include a top prize to OpenAI for a Lean-formalized solution to the 3D Navier–Stokes existence and smoothness problem, with proofs and problem lists publicly verifiable and stored on-chain. The prize emphasizes openness, public benefit, and on-chain tracking, with funding in USDT on TRON or USDC on Ethereum, and aims to be the ‘Nobel Prize of the AI Era’ open to all, humans or AI.

via The Block|

#ai #formal-verification #justin-sun-prize

science21 days ago•8 min saved

AI Solves Navier–Stokes, but Credit Is the Real Frontier

OpenAI claims its AI model solved the Navier–Stokes problem, triggering a debate over attribution as mathematicians worry that ideas discussed with chatbots or learned during training may contribute to breakthroughs; questions arise about how to credit such insights and how prize money like the Millennium Prize should be allocated, while OpenAI emphasizes user opt-out and Lean-based verification, highlighting a broader shift in how scholarly credit is assigned in the AI era.

via Nature|

#ai #credit-attribution #mathematics

ai26 days ago•54 min saved

OpenAI’s Navier-Stokes win sparks a trust crisis in AI mathematics

OpenAI says it used thousands of agents and massive compute to solve the Navier–Stokes Millennium Prize problem, a claim mathematicians greet with unease as they worry the race for prestige by a tech giant could undermine research norms, credit, and collaboration. In interviews with Buckmaster, Andreas Thom and others, The Verge details contested decisions, potential data-use questions about training prompts, and a broader push for transparency, including Leiden Declaration support and calls for independent review as the field recalibrates its relationship with AI giants like Anthropic.

via The Verge|

#ai #anthropic #buckmaster

science-tech29 days ago•11 min saved

OpenAI claims AI-assisted Navier-Stokes breakthrough amid credit and privacy questions

OpenAI says its AI swarm found a solution to the Navier-Stokes Millennium Prize problem, running 10,000 agents to produce a result in about 88 hours with verification in 17 hours; however, the prize won’t be awarded until two years after publication, and the claim has sparked debate over AI-assisted discovery, potential use of unpublished human work, and calls for principled credit and open science. Allegations that OpenAI pressed to remove a co-author’s name due to corporate ties have been denied by OpenAI while researchers raise privacy and IP concerns as data handling comes under scrutiny.

via The Conversation|

#ai-in-mathematics #ethics #navier-stokes

ai1 month ago•42 min saved

OpenAI’s Navier-Stokes win rattles math academia

OpenAI says it solved the Navier-Stokes Millennium Prize problem in 88 hours by deploying about 10,000 AI agents, a feat hailed as a milestone in AI-driven mathematics but accompanied by controversy over last-minute rushing, allegations of scooping and possible use of researchers’ data, and fears it could chill openness and trust in math. OpenAI denies accessing specific user data, though it concedes de-identified data may have indirectly influenced its models; mathematicians worry that the pursuit of publicity could undermine norms of collaboration and transparent attribution in the field.

via The Verge|

#ai #mathematics #millennium-prize

technology1 month ago•3 min saved

AI-Driven 10,000-Agent System Claims Navier-Stokes Breakthrough in 88 Hours

OpenAI announced it used a system of about 10,000 coordinating agents powered by its internal AI model to purportedly solve the Navier–Stokes Millennium Prize Problem in roughly 88 hours. The process involved agents reading cached internet data and running code, with groups of agents communicating within their teams. NYU mathematician Tristan Buckmaster questioned the route and whether OpenAI models had access to collaborators’ data, noting a similar line of work with OpenAI competitor Anthropic. OpenAI stated that no specific user data was accessed to solve the problem, though de-identified usage data could have indirectly aided model training. The Clay Mathematics Institute has not commented on the claimed solution.

via CNBC|

#ai #mathematics #millennium-prize-problems

mathematics1 month ago•5 min saved

AI claims breakthrough on Navier–Stokes Millennium problem, fueling debate

OpenAI says its AI system has produced a solution to the Navier–Stokes equations—the central model of fluid motion and a Millennium Prize problem—claiming that under these equations fluids can exhibit finite-time blow-up, i.e., infinite speed in finite time. The announcement, supported by computational experiments using thousands of AI agents, has generated excitement but skepticism from other researchers who note parallel claims and emphasize that the physical interpretation remains controversial; the prize still awaits verification.

via nature.com|

#artificial-intelligence #fluid-dynamics #mathematics

technology1 month ago•5 min saved

AI swarm cracks 90-year Navier–Stokes problem in 88 hours

OpenAI reports that a new internal AI model, deployed with about 10,000 autonomous bots, tackled the Navier–Stokes existence and smoothness problem and solved two of the four required statements in 88 hours, at an estimated $10 million in compute; the result awaits independent verification and OpenAI does not claim the Millennium Prize.

via bbc.com|

#ai #millennium-prize #navier-stokes

technology1 month ago•3 min saved

OpenAI claims AI solves Navier-Stokes puzzle, igniting debate over data use

OpenAI announced a breakthrough on the Navier-Stokes Millennium Prize Problem, claiming 10,000 autonomous AI agents solved it in 88 hours with verification by GPT-6 Astra in about 17 hours. The claim has sparked controversy over potential data reuse from rival researchers and questions about how the work was produced, while OpenAI denies using others’ data and says it cannot fully rule out influences. The prize is $1 million, though OpenAI says it does not intend to claim it. The episode highlights AI’s accelerating role in mathematics and the ongoing safety and ethics debate surrounding AI research.

via The Guardian|

#ai #controversy #mathematics

technology1 month ago•6 min saved

AI Breakthrough Sparks Credit Fight Over Navier-Stokes Solution

OpenAI announces an AI-generated solution to the Navier-Stokes equation, a 200-year-old unsolved math problem, with Lean-formalized proof and substantial computing costs. The claim is controversial due to allegations from Tristan Buckmaster and Levent Alpöge that they were ahead on related progress and that OpenAI sought to influence credit; OpenAI denies using their prompts or proofs. The dispute over authorship and AI-assisted mathematics continues as the story develops.

via WIRED|

#ai #credit-dispute #navier-stokes