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Comments URL: https://news.ycombinator.com/item?id=50208524 Points: 3 # Comments: 4

After 16 years, this disaster is still ongoing. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Infosys reported revenues of $5,145 million for the second quarter ended September 30, 2026, with an operating margin of 21.0% and large-deal wins carrying a total contract value of $5.2 billion, according to the IFRS earnings release the company published on October 23, 2026. Chief Executive and Managing Director Salil Parekh said AI revenue grew 29% quarter on quarter and accounted for 10.5% of revenue. The Bengaluru-based company reported constant-currency revenue growth of 1.5% year on year…

Higgsfield announced an extension of its Series B financing on October 23, 2026, with new investment from TCV and NVIDIA joining the AI video and image creation platform's investor base. The extension builds on the company's Series B led by DST Global in August 2026, and proceeds will support product development, global infrastructure, hiring and go-to-market expansion. New Investors and the Kazakhstan Connection Goldman Sachs Alternatives, Tribe Capital, AI Capital Partners, Smash Capital, GFT…

What does effective dimension reveal about redundancy, generalization, and trainability that parameter count, loss, and accuracy do not? The post Why Parameter Count Is Not Model Complexity: An Introduction to Effective Dimension appeared first on Towards Data Science .

Oracle announced a $1 billion commitment to its partner ecosystem on October 23, 2026, unveiling the four-year investment at Oracle AI World in Las Vegas. The commitment encompasses new and expanded Oracle PartnerNetwork benefits and incentives, including planned investments in training and certification, technical enablement, development, testing and demonstration environments, cloud migration funding, go-to-market collaboration, and commercialization through Oracle Marketplace. Oracle said…

Access powerful open-source and proprietary models through OpenCode Zen, Gemini’s free quota, Kilo Gateway, Cline Provider, and Charm Hyper without paying for API access upfront.

Retro video games are everywhere lately - especially in places where they aren't supposed to be. Halo in a web browser, Wind Waker on the iPhone, Super Smash Bros. in mixed reality. Over the past month or so, these kinds of unexpected projects have gone viral with incredible frequency thanks to new AI tools, as […]

The EU AI Act is a risk-based legal framework that assigns obligations to AI providers, deployers, importers, distributors, and other actors according to the system or model involved. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice.

I have spent the past several years building AI into products where a wrong answer has a price attached: an AI-powered payroll compliance platform for the Australian market, where an error lands in someone's bank account, and a college admissions product, where a poor match can shape a student's next four years. The question that decided the architecture was the same in both. How far should the language model be allowed to go before something deterministic takes over? One in five U.S. payrolls…

Kernel maintainers stop asking who used AI, as long as the code is good

Bring order out of chaos. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Ask several models the same question, take a vote, and you get fewer independent opinions than you paid for. One formula says how many, and I checked it on six open models and 1,500 exam questions. The post Your Six AI Models Are Really Two: The Math of Correlated Mistakes appeared first on Towards Data Science .

In this article, you will learn how speculative decoding works, why it produces real speed gains at the hardware level, and what modern implementations look...

Between an idea and a physical test, hardware teams repeat the same chain. Someone sketches a change, someone turns it into CAD, the team checks the geometry, picks a material, reviews manufacturability, sends it to production, waits, gets a part, tests it, and starts again. The product may be new, but the cycle is familiar, and AI is starting to speed up parts of it. AI use across business is now routine. The 2026 Stanford AI Index found that 88% of surveyed organizations used AI in at least…

Wayve, Stellantis, and NVIDIA announced a collaboration with the French Government on October 23, 2026, focused on advancing the deployment of autonomous vehicles in France and accelerating the technology's development across the European Union. The announcement was made at the Assises du Véhicule Autonome in Paris. Wayve, a London-based developer of embodied AI for driving, said the initiative combines Stellantis' L4-Ready Platforms and vehicle engineering and manufacturing expertise with the…

You know what's really sick? Getting to the pub on time on a Friday

<p>An old idea springs anew as a chorus of influential voices predicts that AI may trigger crises of vast magnitude</p><p>In a preface to his book Capitalism and Freedom, the American economist Milton Friedman famously observed that a crisis can propel once-fringe ideas into the political mainstream.</p><p>“Only a crisis – actual or perceived – produces real change. When that crisis occurs, the actions that are taken depend on the ideas that are lying around,” he wrote. The job of intellectuals,

Surprising diversity. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

OpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.

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Apple reportedly offers influencers flights and hotel stays. See how its approach fits a wider push by Samsung, OpenAI, and Anthropic.

TinyFish published two engineering research articles on agentic search. One defines a 7-phase production architecture with evidence contracts and bounded retries. The other explains why its deep research system dropped a separate planner and per-query subagents. The post TinyFish Breaks Down Agentic Search Architecture for Production AI Agents appeared first on MarkTechPost .

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AI agents paying for API calls with the x402 SDKs could sign a payment for their full balance of a supported token if a malicious API asked for it, security firm V12 said on October 22. The cause was the SDKs' default client, which set no spending limit until releases on August 18 added one. The risk was limited to agents who automatically signed payments and whose apps set

Indian workers are being paid to film themselves at work and the footage is used to train AI.

Four projects for facilitating AI agents move under vendor-neutral governance

<p>Take a selfie to see how healthy you are: the idea is enticing and this new research is promising. But so many factors have been ignored</p><p>The idea that a single selfie could predict how long someone with cancer may live sounds like an incredible breakthrough. AI is getting better at spotting patterns in medical data, but can it be used to reliably predict what will happen to an individual patient? I asked a clinical colleague what she thought about the <a href="https://www.theguardian.co

OpenAI and Poland's NASK National Research Institute have signed an agreement to explore collaboration on AI safety, security and technical research, OpenAI announced on October 23, 2026. OpenAI said the partnership will bring together expertise from both organizations to better understand emerging risks, strengthen safeguards, and explore how advanced AI can contribute to a more secure and resilient digital ecosystem. Under the agreement, NASK's AI Safety Research Center, which serves as the…

Google Cloud announced Agent Compute Engine, a compute service that gives every AI agent its own hardware-isolated microVM with no credentials inside. It already runs Gemini agents and enters preview in the coming months. The post Google Cloud Launches Agent Compute Engine: A MicroVM per AI Agent appeared first on MarkTechPost .

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You.com launched Inference Router, an OpenAI-compatible API for 12 open-weight models with a 99.9% uptime SLA, zero data retention, 100% US hosting, server-side web search and no platform fee. The post You.com Launches Inference Router: 12 Open-Weight Models With 99.9% Uptime SLA appeared first on MarkTechPost .

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Assistant Professor Benjamin Lindquist studies how engineers deliberately injected randomness into early AI, giving rise to deep-learning models that sometimes hallucinate.

The company plans to begin testing Pony.ai's robotaxis in Kazakhstan's capital in the first half of 2027.

Interfaze on Vercel 50 million requests a month Backend running on Fluid compute Multiple model providers behind one fallback layer with AI Gateway Interfaze builds models for deterministic work that general-purpose LLMs handle poorly: document processing, OCR, object detection, web scraping, speech to text, and classification. As founder Yoeven Khemlani puts it, "Most models aren't deterministic by nature. That's fine when you're drafting an essay. But when a hospital or a legal team needs to p

NVIDIA said Kazakhtelecom, Kazakhstan's largest telecommunications company, has deployed 400 NVIDIA H200 and 480 NVIDIA B300 GPUs in Astana and Almaty, with plans to deploy more than 1,000 additional GPUs at each of two further sites next year. The figures appeared in an October 22, 2026 post bylined to NVIDIA Vice President Rev Lebaredian and published in the company's GTC Berlin news sequence. Deployed and Planned GPU Capacity The post described Kazakhtelecom as the nation's largest…

Kazakhstan’s AI ecosystem is moving from infrastructure plans to deployment. The shift is visible across the full AI stack — from infrastructure to models to applications. The announcements below — coinciding with a visit to Astana by NVIDIA founder and CEO Jensen Huang — point to the nation’s increasing supply of accelerated computing, along with […]

The dark side of magnetic attraction. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

The Vercel CLI now includes vercel feedback , which sends bugs, friction reports, and feature requests to the Vercel team from your terminal. Coding agents can also send feedback when they run into issues. Use vercel feedback with -f or --field to include structured context as key=value pairs. Repeat the flag to describe the task, expected behavior, and what went wrong. Update to the latest Vercel CLI and read the vercel feedback documentation to get started. Read more