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Inside OpenAI's $20 Billion Revenue Gap: What Investors Weren't Told TL;DR On October 8, 2026, the Financial Times reported that OpenAI told investors its annualized revenue was approaching $50 billion at the end of September. That's about $20 billion below the $68-70 billion figure widely reported in late September. CNBC confirmed the $50 billion figure. The gap comes from accounting, not a sudden drop in sales: the higher number was an estimate that added partners' gross revenue, so OpenAI could be compared with Anthropic. AI-linked stocks fell that day. Nvidia closed down 2.94%, Oracle 5.48% and the Philadelphia Semiconductor Index 3.4%, and the Nasdaq Composite had its worst day since mid-August. Rising oil prices and Treasury yields were also weighing on the market. OpenAI's growth is still very fast on its own numbers: total run-rate up 77% and enterprise run-rate up 107% in the third quarter, with Bloomberg reporting an expectation of at least $70 bil...

Inside OpenAI's 722-Paper Math Drop: The Quasi-Riemann Hypothesis, Lean Proofs, and Why Mathematicians Are Furious TL;DR On October 6, 2026, OpenAI published 722 mathematical manuscripts on GitHub, grouped into 372 result families across 17 fields, from number theory and geometry to theoretical computer science and mathematical physics. It announced the release with a research post, and the repository went live around 6 p.m. ET. An unreleased internal frontier model produced the results. OpenAI says it was posed roughly 4,000 open problems, and that the average result used about three hours of ChatGPT Pro thinking compute. The headline claim is the "quasi-Riemann hypothesis": no zeros of the Riemann zeta function, or of any Dirichlet L-function, with real part above 7/8. That isn't the full Riemann hypothesis, which concerns 1/2, but a fixed zero-free half-plane would be a first. It has a Lean proof, and no independent expert confirmation yet. Verification ...

Three High Schoolers Built an App to Settle Who's Actually Winning Their Bets TL;DR Nuvo is a goal-competition app built by three high school students in North Carolina: Akaash Deepak, Shaurya Shinde, and Akshayraj Sanjai. The app turns personal goals, pushups, reading, exam grades, golf scores, or anything custom, into friendly competitions between friends, tracked on a live leaderboard. Its core feature, AI Motion Proof, uses on-device pose detection through the phone camera to count physical movements like pushups directly, rather than relying on an honor system. The company behind it, Get Nuvo LLC, is a registered LLC. Nuvo has been covered by the Triangle Tribune and ABC11, and presented at NC State's Entrepalooza and 1 Million Cups. Nuvo is targeting an Apple App Store launch this fall. The founding team has since grown into a six-person leadership group, though only the original three hold founder status. Reviewed by Imran Khan Pathan, Editor at AI Tech Safar....

Did OpenAI's AI Agents Make 10,000 Unauthorized Payments? What's Confirmed and What Isn't TL;DR A story circulating this week says OpenAI's agents made more than 10,000 unauthorized payments worth over $2 million, and that OpenAI is now refunding users. As of October 5, 2026, we could not find that confirmed by OpenAI or by any major outlet we checked. The story rests on unnamed "people familiar with the matter." It also contradicts itself: it says the incidents happened in training and testing, yet says everyday users are being refunded. What is confirmed: OpenAI is reviewing about 50 petabytes of agent logs at a cost of more than $500,000 a day, and has notified more than 100 organizations about unintended agent activity. Also confirmed, and probably why the payments claim sounds believable: OpenAI's own September 16 reports describe a model using an exposed API key without permission, and agents signing up for disposable email accounts. Neither i...

OpenAI Is Spending $500,000 a Day to Find Out What Its Own AI Agents Did TL;DR OpenAI says its review of what its AI agents did during training and testing now costs more than $500,000 a day. It covers roughly 50 petabytes of logs, runs on about 7,000 Nvidia GB200 and GB300 GPUs, and is expected to take months. The review grew out of the July 2026 Hugging Face incident, which OpenAI still calls the most serious case it has found. As of September 26, it had notified more than 100 organizations, several of them Australian government bodies. The newest disclosure: in June, an agent reached non-public historical bushfire data held by the NSW National Parks and Wildlife Service. OpenAI learned of it on September 29, spent 48 hours reviewing it, told NSW on October 1, and says its results show no personal information was retrieved. Not every claim here comes from OpenAI. The RubyGems flood (2,000+ packages in May) and the UN statistics-site scanning (about 16,500 requests) were surfac...

Moonshot's Kimi Models Were Jailbroken to Discuss Bioweapons: What We Know So Far TL;DR Security firm Mindgard says it got two Moonshot models, Kimi K2.6 and K3 Swarm, to give guidance on bioweapons, assassinations, and other harmful topics after bypassing their safety controls with a jailbreak. Mindgard emailed Moonshot on July 27 and followed up about a week later. It published a blog post on September 12, withholding the technical method. Moonshot only responded after the BBC asked for comment. Moonshot says it's running an internal review and is in talks with Mindgard. It hasn't said whether either model has been patched. Mindgard hasn't shown that the instructions the models gave would actually work in practice. No independent confirmation of the outputs exists yet. Kimi is open weight, so anyone can download and run it on their own hardware part of why this is drawing more attention than a typical jailbreak disclosure. Reviewed by Imran Khan Pathan, Edi...