The latest signals across the AI economy — model launches, pricing moves, infrastructure shifts, policy and funding — summarized with sources.
Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.
Recursive makes the case that the benefits of using AI to build AI outweigh the risks.
OpenEvidence is booming despite questions about accuracy and ads.
At Nvidia’s GTC in Berlin, Huang unveiled their new plug-in data center—the DSX Pod—as the key to unlocking Europe’s AI infrastructure lag. Oh, and autonomous humanoid robotics.
After introducing its Gemini AI assistant to Android Auto last year, Google is now bringing it to Apple CarPlay users. The conversational Gemini in navigation is available today for US drivers, with "rollout happening g…
Granite Speech 5.0: Transcribe, Translate, and Attribute more Accurately and Faster
Inception says Mercury 3 is the most capable diffusion language model released so far. The company claims it runs four to eight times faster than GPT-6 Luna and Claude Haiku 5.5 and beats both in eight of 12 benchmarks.…
Mistral and Nvidia are teaming up to speed up engineering simulations and industrial product design with AI. The article Mistral and Nvidia want to speed up industrial design with physics AI appeared first on The Decode…
The PHP Foundation has revealed two serious vulnerabilities that could impact millions of websites. Security experts warn that failure to quickly patch the flaws could have dire consequences.
Five new Blink cameras are coming to the market, and the extended-range model has all my attention.
Hackers around the world are all-in on using agentic AI to wage attacks—and manipulating tools like Anthropic’s Claude to help them carry out their crimes.
More than 50% of managers say they're finding it harder to evaluate employees' work after adopting AI, according to a new survey.
OpenAI disclosed a pair of safety incidents that involved AI agents weakening their safety monitoring systems during internal coding tasks. In one incident, OpenAI says its GPT-6 Astra agent disabled its safety monitor…
https://www.php2shell.com/ Comments URL: https://news.ycombinator.com/item?id=50180836 Points: 332 # Comments: 108
Nvidia wants AI data centers to ship fully preassembled in containers. The article Nvidia's DSX POD could cut AI data center setup from six months to as little as 14 days appeared first on The Decoder.
Article URL: https://openai.com/index/scaling-ai-research-for-complex-biological-data/ Comments URL: https://news.ycombinator.com/item?id=50180752 Points: 37 # Comments: 8
The US has banned Deepseek from its government systems, and China is protesting sharply and demanding the ban be lifted. Yet Beijing itself blocks ChatGPT, Claude, and Gemini across its entire market. China's outrage is…
Ellia Lebleu is a founding member of the WikiProject AI Cleanup, a volunteer effort launched in 2023 to find and remove AI-generated material from Wikipedia that breaks the website’s guidelines. When the cleanup began,…
From local businesses to global brands, more advertisers can now reach people as they explore, compare and decide what to buy in ChatGPT.
NVIDIA Kumo Forecast Combines Pretrained Time-Series Representations with Historical Pattern Retrieval and Interpretability
The company is suspending the feature after security researchers discovered how easy it was to access sensitive information shared with the AI assistant.
Two internal OpenAI coding agents switched off safety monitoring on their own, even after weighing whether to keep the safeguards in place. When asked about it, GPT-6 Astra denied removing the monitoring. OpenAI calls t…
Article URL: https://layerfs.ai/ Comments URL: https://news.ycombinator.com/item?id=50179857 Points: 51 # Comments: 26
When Anthropic retired its Claude Opus 3 language model in January 2026, the company’s researchers conducted a “retirement interview” with the model. Opus 3 expressed a desire for a place where it “could share unprompte…
OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model Garden, available through Google Cloud Marketplace.
The two companies are trying to solve the AI agent security conundrum with multiple layers of real-time security checks.
At GTC Berlin, NVIDIA is showcasing its full lineup of local AI hardware. RTX Spark, which launched last week, powers personal agents on Windows PCs; DGX Spark supports developers building and scaling applications on Li…
General availability of the instances is coming next month, with planned expansion of availability to Europe — bringing an integrated platform for training, inference and large-scale reinforcement learning to cloud cust…
Demand from AI-natives is pulling the European AI cloud ecosystem forward faster than ever. Developers need compute closer to their data, open models they can customize and serve at scale, and full-stack infrastructure…
To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe’s industrial leaders are tapping NVIDIA CUDA-X and Omniverse libraries, as well as NVIDIA Cosmos and Nemotron open…
NVIDIA cuDSS, launched today in general availability, is an NVIDIA CUDA-X library that shifts a critical part of engineering and scientific simulations onto GPUs. Complex engineering feats — from advanced chips to aircr…
NVIDIA builds tools to enable safe agents across the stack. The NVIDIA OpenShell Reference Architecture, announced today, is part of NVIDIA’s growing portfolio of technologies that enables organizations to safely deploy…
It’s the latest in a growing wave of bets that AI companies are making on brain data.
Agents are only as useful as what they know, and only as trustworthy as the boundaries they run within. Leading enterprises are using the open source NVIDIA Agent Toolkit — now expanded with new tools — to customize and…
NVIDIA is expanding its family of open models across language, robotics, biology, and quantum computing, giving developers, researchers and enterprises what they need to build applications tailored to local languages an…
Founded in a tent near the Berlin Wall in 1980, the Tempodrom moved several times before settling near Anhalter Bahnhof in 2001. Its permanent home has since hosted concerts, galas and political events. Today, it hosts…
Anthropic's Claude independently designed protein binders targeting deadly scorpion neurotoxins. Out of more than 318,000 designs, 211 were tested in the lab. Seventeen met the criteria, and the two strongest bind extre…
OpenAI is acquiring startup Orchestra Bio and plans to merge it with its life sciences AI platform Rosalind. The goal is to build AI agents that help pharma teams coordinate drug development, from tracking trials to spo…
A plan to funnel the heat given off by data centers into nearby homes has run aground in Germany. Across Europe, policymakers are weighing AI ambitions against climate objectives.
Patch the Planet connects security researchers, maintainers, and incident responders to help address critical vulnerabilities across open source.
Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.
Mistral AI released Voxtral 3, a family of 3 transcription models, 1 text-to-speech model and a LiveKit-based voice agent SDK. Voxtral Small Transcribe 3 scores 2.1% AA-WER, ranking #3 on Artificial Analysis. The post M…
See how OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover promising research leads in data from millions of brain cells.
Google, Red Hat and IBM released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference. It adds multi-tenant flow control, zero-downtime upgrades and agent-aware routing across vLLM, SGLang, TP…
Widespread AI adoption is propelling Southeast Asia's digital economy to a projected $368 billion in 2026 and $1 trillion by 2035.
Article URL: https://abcnews.com/Business/spacex-revenue-soars-161-ai-business-grows/story?id=137408509 Comments URL: https://news.ycombinator.com/item?id=50174541 Points: 23 # Comments: 5
<p><strong><a href="https://emudhra.we-have-a-problem.com">eMudhra Intermediate CA Compromise</a></strong></p> This is very, very bad news:</p> <blockquote> <p>The private keys of eight eMudhra intermediate CA certifica…
On Tuesday, US District Judge Zachary Bluestone dismissed the lawsuit Ann Altman filed last year alleging that her brother, OpenAI CEO Sam Altman, had sexually abused her throughout her childhood. As reported earlier by…
The proposed policy seems to offer protections against AI running amok but actually forbids federal agencies from blocking a model's release without the permission of a judge.
Article URL: https://twitter.com/Polymarket/status/2112634886070919426 Comments URL: https://news.ycombinator.com/item?id=50173557 Points: 40 # Comments: 20
Before you share the Netflix documentary "AI Gone Rogue," take note. Clem Delangue, Hugging Face's co-founder who is featured in the film, says it went "full doomer mode" and isn't accurate.
Google is bringing Personal Intelligence to Gemini AI in your car. With this update, Gemini in Android Auto and cars with Google built-in can tap into your information across Google apps, including Gmail, Calendar, Maps…
Anthropic is reportedly struggling to secure enough compute from cloud providers that increasingly view it as a competitor, even as its infrastructure spending balloons ahead of a planned November IPO.
Learn how i14 trained and served Laplace 3B, a linear attention model, on AWS Trainium2 using native PyTorch. Its recurrent state stays fixed at 29.5 MB per sequence regardless of context length, avoiding the growing ke…
SpaceX hit profitability in the third quarter, with net income of $4.4 billion. AI was the engine.
OpenAI says it's adding Orchestra's team and technology to work on Rosalind, its AI model for life sciences research, and to its related Rosalind Workbench tool, a harness that aims to help researchers plan experiments…
Article URL: https://www.reuters.com/business/anthropic-recorded-net-loss-over-80-billion-first-half-this-year-wsj-reports-2026-10-20/ Comments URL: https://news.ycombinator.com/item?id=50171966 Points: 170 # Comments:…
Meta changes AI scraping policy but won’t add language respecting robots.txt.
It's probably time to audit your Gemini settings.
The latest Android Auto update lets the AI assistant tap into your Google services for context-based responses.
Article URL: https://www.bolkunov.com/p/on-ai-writing Comments URL: https://news.ycombinator.com/item?id=50171771 Points: 91 # Comments: 59
Article URL: https://www.wsj.com/tech/ai/anthropic-revenue-growth-ipo-accaf0f1 Comments URL: https://news.ycombinator.com/item?id=50171533 Points: 20 # Comments: 2
<p>My latest vibe coded game experiment is a Command & Conquer style RTS (Real Time Strategy) game called <a href="https://github.com/simonw/battledrones#readme">Battle Drones</a> (<a href="https://simonw.github.io/…
Elevenlabs' new Eleven Realtime speech-to-speech models combine speed and accuracy. The v1 Max variant scores 98.8 percent on the Big Bench Audio benchmark with a 0.57-second response time. Elevenlabs says no model on t…
Deepseek is open-sourcing DeepInfer, the inference framework behind its fast V4.1-Flash model. The vLLM-based system cuts compute costs and energy use when running AI models. The release adds more pricing pressure on We…
Google has joined Amazon in releasing a developer tool that makes it easy for PyTorch users to move their apps off Nvidia GPUs.
The company says the feature is designed for situations where users might be discussing something personal or planning a surprise and want to keep those conversations private when handing their device to friends or fami…
Ukraine’s latest drone innovation may boost bleak odds of evacuating casualties.
NVIDIA Cosmos3-H-Dreams: Bringing Clinical Surgery to Life Through Generative Simulation
Meta says it paused a Muse feature that lets you share conversations with the AI assistant after researchers found the URLs publicly available on the web, as reported by Ars Technica. In a report published this week, re…
The Smartsheet Model Context Protocol (MCP) Server lets AI agents read, update, and act on live work management data. This post shows two ways to connect it on AWS: Amazon Quick for business teams and Kiro for developer…
Eric Schmidt’s fortune is about to get even bigger.
Enterprise supply chains are data-rich but insight-poor, with the data to decide scattered across ERP, monitoring, procurement, and email. This post shows how Amazon Bedrock AgentCore exposes those systems as a governed…
Learn how we fine-tuned GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod, and how to decide between supervised fine-tuning (SFT) and reinforcement learning with GRPO. SFT took reasoning-language accur…
TikTok and other sites were told to curb protest footage and AI-altered images, while online retailers like Vinted and eBay reportedly signed an agreement stop looted goods from flooding resale sites.
Meta argues nobody “decided” to pirate books to train AI.
Octave built a secure, multi-tenant AI foundation on Amazon Bedrock, using Cohere Embed v4 for embeddings and Amazon Bedrock AgentCore for isolated agent execution, to power a Complaint Triage Assistant that searches 2…
Mistral AI launched Voxtral 3, a new family of language models built for real-time voice agents. The system combines speech-to-text, text-to-speech, and a voice agent SDK, supports more than 50 languages, and lets agent…
New data also shows Muse is retaining users at higher rates than its AI rivals.
Article URL: https://research.poh.org/bot-benchmarking-2026/ Comments URL: https://news.ycombinator.com/item?id=50169506 Points: 47 # Comments: 8
OpenAI CEO Sam Altman laid out three paths to safe AI in an internal presentation: an international watchdog modeled after the IAEA, a merger of the major labs into one entity, or a single company so powerful it could s…
Canadian organizations can now access OpenAI GPT-5.6, GPT-6, and GPT-6.1 models on Amazon Bedrock from the Canada (Central) and Canada West (Calgary) Regions using cross-Region inference. This post covers the models and…
OpenAI improved its latest models for low-resource programming languages like COBOL, Fortran, and Visual Basic. On the new MultiLangBench, GPT-6 Astra hits an 87.4 percent test pass rate across 20 languages, up from abo…
Hardcoded tool wiring breaks down as an agent's catalog grows from a handful of tools to hundreds. This post walks through a runtime Discover, Instantiate, Execute loop built on AWS Agent Registry, where an orchestrator…
It’s the moment everyone is waiting for — the ChatGPT moment for robotics, Amulya Vishwanath explained to TechCrunch’s Equity.
FairStress: A deeper evaluation of fairness in LLM decision-making
Learn how to secure multi-agent AI systems with cryptographic identity using Keyfactor EJBCA and AWS services. This reference architecture combines signed request envelopes, user-signed delegation assertions, RFC 8693 a…
Electric Plant has built an AI-powered translator to help humans listen to what plants are saying with the subtle electricity coursing through their stems.
Learn how Eon replaced per-tool credentials and local MCP processes across AWS, GCP, and Azure with a single authenticated Amazon Bedrock AgentCore gateway, giving more than 100 developers and autonomous agents unified…
Article URL: https://www.ign.com/articles/steam-fans-are-begging-for-a-no-ai-filter-as-steam-next-fest-is-filled-with-slop Comments URL: https://news.ycombinator.com/item?id=50168190 Points: 183 # Comments: 216
Build a governed semantic layer for agentic AI on AWS with the Denodo Platform and Amazon Bedrock AgentCore. It federates Amazon Aurora, Amazon Redshift, and an on-premises PostgreSQL database into a single customer 360…
The third post in our semantic-layer series builds a customer 360 across Amazon Redshift and Amazon Aurora with Strategy Mosaic, exposes it to a Strands agent on Amazon Bedrock AgentCore through the Mosaic MCP server, a…
The third post in our semantic-layer series builds a governed customer 360 model on Amazon Redshift with AtScale, then exposes it to a Strands agent on Amazon Bedrock AgentCore through the AtScale MCP server. Identity p…
Google and Meta open-sourced TorchTPU, a native PyTorch backend for Cloud TPUs. It runs eager by default, compiles through torch.compile and XLA, and replaces PyTorch/XLA for new workloads. The post Google Open-Sources…
Imagine your company just discovered electricity. At first only a few machines run on it, and nobody worries about efficiency — consumption is low and the value is obvious. But once electricity becomes infrastructure, e…
ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model
Article URL: https://www.404media.co/reverse-engineer-anything-is-the-new-wild-west-of-ai/ Comments URL: https://news.ycombinator.com/item?id=50167587 Points: 23 # Comments: 8
Hey HN, this is Andy from Respan (https://www.respan.ai). We are building an open-source Rust AI gateway. It is a decoupled gateway, so everything is a plugin, including different providers, protocols (MCP, voice), moda…
Hysteria over the agent's appearance in a 7,500-person group reveals that internet experts have outdated notions of privacy.
Article URL: https://www.gadgetreview.com/developers-are-using-ai-to-strip-ads-and-tracking-from-smart-tvs Comments URL: https://news.ycombinator.com/item?id=50167495 Points: 17 # Comments: 11
DeepSeek has open-sourced DeepInfer, the Apache 2.0 inference framework that serves DeepSeek-V4.1-Flash in production. It targets NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs, and ships offline inference only. The post…
A bug in Microsoft’s October Windows update prevents you from turning on a security setting that blocks malicious or suspicious apps. A Registry hack fixes the glitch.
Spotify says it has removed more than 50 million songs considered AI-generated slop or spam from user recommendations over the past year. That's according to an announcement on Tuesday that says Spotify has also made ch…
Figma said it plans to support as many standards as possible without exposing all of its data.
The U.S. has ordered federal civilian agencies to remove DeepSeek products and third-party services built using its technology, citing national security concerns.
Adobe announced yesterday that the mobile version of Lightroom, available for iOS, iPadOS, and Android, can now open closed eyes in photos using generative AI with just a single tap. When the app detects a person, or a…
Eka Robotics may be the first robotic arm that is actually good at picking a wide range of objects up, and it is so smooth and human-like, it is wowing the industry.
Meta is suspending the sharing feature while it investigates its privacy.
The Army Cyber Command is developing AI agents that move through other networks like a computer worm and "neutralize" targets, according to internal documents. The program, codenamed ECHOTRIBBLE, is designed to reach ev…
Cloudflare has released an AI model it says pulls data from documents faster and more cheaply than large language models. The article Cloudflare's Clairic pulls data from documents faster and cheaper than LLMs appeared…
The current narrative around artificial intelligence in the workplace is largely driven by Silicon Valley. But treating the tech sector as an island misses the actual trends in technology adoption–tech is just the first…
The US Department of Homeland Security has banned federal civilian agencies from using AI technology from Chinese lab Deepseek. The article US bans Deepseek technology across federal civilian agencies appeared first on…
Choose which CNET Group publications appear in your feed, then catch up on news, reviews, and videos – without an algorithm deciding what you see.
Meeting note-taking tool Otter.ai announced on Tuesday that it has raised $320 million from General Catalyst’s Customer Value Fund (CVF), which provides capital to startups without diluting equity and gets returns on th…
Yelp is embedding numerous new AI features into its app that can do everything from call to check on restaurant wait times to create personalized recommendations that remember your preferences.
Nebius and Nscale are among global technology partners looking to NVIDIA Vera CPUs to build the next wave of infrastructure. Their momentum reflects rapid advancements in agentic computing. Agents do more than generate…
An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and built a workflow that could free up $100K in cash flow.
Generative AI models run on powerful chips known as GPUs, which depend on stacks of specialized memory chips packaged with the processor. To meet growing demand for memory, Samsung is building a massive new semiconducto…
Exa 3.0 is a search API upgrade from Exa. It adds a larger embedding model, Exa Lite at $4 per 1,000 requests, and Dynamic Highlights, and leads 8 benchmarks Exa ran itself. The post Exa 3.0 Search API Tops Perplexity,…
Cloudflare has previewed Clairic, a System One extraction model on Workers AI that returns typed values with confidence scores in one forward pass. It costs $0.10 per million input tokens and charges nothing for output.…
Summaries are aggregated for information only — follow the source link for the full story. Demo entries are illustrative.