how much does ai reasoning model cost

Credit: Pixabay/CC0 Public Domain Will artificial intelligence ever be able to reason, learn, and solve problems at levels comparable to humans? Experts at the University of California San Diego believe the answer is yes—and that such artificial general intelligence has already arrived. This debate is tackled by four faculty members spanning humanities, social sciences, and data science in a recently published Comment invited by Nature. Computer scientist

The United States has now named six Chinese AI firms accused of waging industrial-scale attacks distilling US frontier AI model capabilities and perhaps sparing billions in Chinese development costs. In a joint release Tuesday, the National Security Agency (NSA), Cybersecurity and Infrastructure Security Agency (CISA), and Federal Bureau of Investigation (FBI) alleged that DeepSeek, Moonshot AI, Alibaba, MiniMax, StepFun, and Z.AI have been attacking US mo

Google revealed Gemini 4 Argon a few weeks ago, saying that it needed to move cautiously toward a full release because of the potential for nefarious use. Google seems to have worked all that out pretty quickly, though. Argon is beginning its wide rollout today, but it’s only coming to paying users at this time, and even those on lower-tier plans won’t have full access. Nothing about Gemini 4 Argon’s capabilities has changed. Google still points to the ben

Last year, Google DeepMind sent gaming stocks tumbling with the reveal of its Genie 3 world model. Since then, world models have become a major focus of AI labs around the world, but Google isn’t resting on its laurels. Researchers have been hard at work on an updated model that improves on Genie 3 in almost every way. And if you pay Google enough money, you might actually get to use Genie 4 before too long. It’s easy to look at the output of Genie 4 and s

Xinzhiyuan reports On October 6, OpenAI released 722 mathematical manuscripts generated by internal AI models all at once. Just one day later, three of them were announced as withdrawn. The reason all three manuscripts failed turned out to be just a sign error: one contained a mistake, while the other two followed the same construction and were withdrawn as well. After AI turned in its exam papers en masse, two tech giants joined forces to pay for the “gra

@ishisaka(Tadahiro ishisaka)Programming Notes — November 11, 2026ProgrammingCloudAIEngineer0Posted at 2026-11-10TAG40@@TAG42@@TAG44 As usual, here is a curated selection of technical news and articles I found online today that personally caught my attention. I’d be happy to hear your opinions or any additional information in the comments. Programming .NET 11 Microsoft has announced the release of “.NET 11.” This release comes with two years of support as S

Gemini 4 Carbon arrives just in time to feel like yesterday's news in the fastest model cycle yet View the LinkedIn Profile of Matthias Bastian Nov 10, 2026 Google Key Points Google has made Gemini 4 Carbon generally available after a two-week testing phase for paying developers and business customers. Carbon complements Gemini 4 Argon and is built for demanding tasks such as multi-step coding, debugging, and scientific research, though it consumes more to

Published on November 10, 2026 at 12:03 PM Tech Artificial Intelligence “‘Ram Altman’: He creates a script that alerts OpenAI’s boss to the RAM idling in your PC” Funny 3 min Lisa Imperatrice 3 min 3 min Lisa Imperatrice Don't see this ad anymore Zen reading Summarize the article Article summary Summary by AI, verified by Numerama ? We generate a summary of the article for you using AI and check it to make sure there are no errors, thereby guaranteeing the

There are indications that the reasoning capabilities of Anthropic’s AI model “Claude Opus 5.5” may have declined sharply around November 3, 2026. Developer Shane Melaugh analyzed approximately 1,400 usage records for the AI programming assistant “Claude Code” and found significant changes in the wording used to express the AI’s reasoning and in the way it approached tasks, despite the model name remaining unchanged. is Opus 5.5 nerded?I just had Gemini 4

On November 10, Ant Lingbo Technology open-sourced the tactile foundation model LingBot-Touch On November 10, Ant Lingbo Technology open-sourced the tactile foundation model LingBot-Touch, filling a critical gap in tactile perception for robot brains. The model was pre-trained on nearly 5,000 hours of real tactile data and covers three mainstream sensing principles: magnetic tactile sensing, vision-based tactile sensing, and piezoresistive sensing. It can

Google Deepmind's Genie 4 puts a modern spin on agent designs that predate LLMs Maximilian Schreiner View the LinkedIn Profile of Maximilian Schreiner Oct 27, 2026 Google Key Points Google Deepmind has introduced Genie 4, an interactive world model that calculates environments frame by frame in real time and, for the first time, directly generates matching background audio and character dialogue. Gemini models steer events in the background, planning multi

Alibaba's latest Qwen models routed some requests through company servers, researchers find Manuel Uth Oct 27, 2026 Nano Banana Pro prompted by THE DECODER AI News Without the Hype – Curated by Humans Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section. Subscribe now { "@context": "https://schema.org", "@type": "NewsArticle",

“We have become concerned that internal and external communications around our firing have made our former colleagues afraid to speak and operate in ways that, until last week, were an integral part of working at OpenAI,” the researchers wrote Thursday in an open letter to OpenAI’s Safety and Security Committee, Safety Advisory Group, and Mission Advisory Council. The researchers were dismissed last week after allegedly sharing confidential company informa

Google's AI search problem finally shows up in the earnings report, some investors believe Matthias Bastian View the LinkedIn Profile of Matthias Bastian Oct 29, 2026 GPT-Image-2 prompted by THE DECODER Key Points Google's stock dropped as much as ten percent after search revenue grew just 12 percent in the third quarter, missing the 15 percent analysts had expected. Management acknowledged that the fast-growing AI mode brings in less revenue than traditio

OpenAI says it stopped a campaign to steal its models' reasoning, but the trick still worked on Azure Maximilian Schreiner View the LinkedIn Profile of Maximilian Schreiner Oct 1, 2026 GPT-Image-2 prompted by THE DECODER AI News Without the Hype – Curated by Humans Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section. Subscribe

Anthropic says it cut Claude reasoning token theft by up to 99% in fight against industrial-scale distillation Manuel Uth Oct 13, 2026 Anthropic is battling large-scale distillation attacks on its Claude models. In these attacks, companies systematically copy an AI model's capabilities to train their own, smaller models. Anthropic says its new defenses have cut the volume of extracted reasoning tokens, the model's internal chain-of-thought steps, by 90 to

Chinese AI model Kimi K3.1 Pro is closing in on Anthropic's Claude Opus 5.5 Matthias Bastian View the LinkedIn Profile of Matthias Bastian Oct 23, 2026 Moonshot AI Key Points Chinese AI company Moonshot AI has released Kimi K3.1 Pro, which jumped to fourth place on the Artificial Analysis Intelligence Index with 55 points, just behind Claude Opus 5.5. The model shows major gains in agentic tasks, coding, and 3D modeling. The parameter count stays at 2.8 tr

OpenAI's Astra becomes the main target for Chinese AI labs after Anthropic tightens its defenses Maximilian Schreiner View the LinkedIn Profile of Maximilian Schreiner Oct 29, 2026 Chinese AI labs are now mainly tapping OpenAI's most powerful model, GPT-6 Astra, instead of Anthropic's Claude. According to The Information, DeepSeek and Moonshot AI leaned heavily on Astra's outputs to train their latest models. People familiar with the matter say this includ

OpenAI calls Astra its most dangerous model yet - watching what it does is only getting harder Maximilian Schreiner View the LinkedIn Profile of Maximilian Schreiner Sep 2, 2026 Nano Banana Pro prompted by THE DECODER AI News Without the Hype – Curated by Humans Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section. Subscribe no

OpenAI starts with infrastructure robots but aims for "everyone having a personal robot doing anything they need" Matthias Bastian View the LinkedIn Profile of Matthias Bastian Jun 1, 2026 AI News Without the Hype – Curated by Humans Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section. Subscribe now { "@context": "https://sche