Compute supply, GPUs, data centers and energy — the physical layer that decides how cheaply AI runs.
180 stories
Compute supply, energy and data-center capacity decide how cheaply AI can run. Infrastructure shifts show up in inference costs weeks later.
The complexity of modern chip design continues to grow as engineering teams work to develop increasingly sophisticated CPUs, GPUs and AI systems. To help meet that challenge, NVIDIA is collaborating with industry leader…
On the latest episode of Equity, we discussed why Moonshot AI's Kimi seemed to panic Silicon Valley and Wall Street.
Explore TileLang, a high-level Python domain-specific language that simplifies the design of high-performance GPU kernels. This tutorial provides a step-by-step approach to implementing complex workloads—including tiled…
A close call in Northern Virginia revealed just how poorly data centers respond to grid disruptions. Here's how to fix the problem.
The Galaxy Z Fold 8 Ultra is sure to impress power users, but Samsung took a risk with the Galaxy Z Fold 8, and it could pay off.
Samsung's new Z Fold 8 Ultra brings design and software changes geared toward power users and enthusiasts.
Datalab rewrote Marker as a three-mode pipeline. Version 2 hits 76.0 on olmOCR-bench and sustains 2.9 pages per second on one B200 — over 5× MinerU's pipeline backend, while beating Docling on both accuracy and speed. H…
Datalab rewrote Marker as a three-mode pipeline. Version 2 hits 76.0 on olmOCR-bench and sustains 2.9 pages per second on one B200 — over 5× MinerU's pipeline backend, while beating Docling on both accuracy and speed. H…
Article URL: https://www.cerebras.ai/press-release/amd-and-cerebras-announce-industry-leading-ultra-low-latency-and-high-throughput-ai-inference Comments URL: https://news.ycombinator.com/item?id=49041347 Points: 24 # C…
Rule would allow states to decide how much—if any—public input there can be.
In this tutorial, we build a complete workflow for running Baidu’s Unlimited-OCR model on document images and multi-page PDFs. From configuring the GPU environment to comparing high-detail tiled Gundam inference and fas…
Article URL: https://www.theregister.com/ai-and-ml/2026/07/15/australia-demands-ai-companies-must-produce-more-energy-than-they-consume-stop-theft-of-content/5271535 Comments URL: https://news.ycombinator.com/item?id=49…
The viability of orbital data centers hosting the largest and most capable large language models (LLMs) remains hotly contested. But enormous deployments that require thousands of GPUs aren’t the only way LLMs might pro…
A person holds signs during a nationwide protest against AI data center expansion outside Peace Hall in New Port Richey, Florida. | AFP via Getty Images On a gray, humid Saturday morning in central Florida, a little und…
NVIDIA founder and CEO Jensen Huang today visited the Naval Postgraduate School in Monterey, California, to commission an NVIDIA DGX GB300 system — bringing one of the world’s most powerful AI platforms fully online for…
Article URL: https://www.redfin.com/news/ai-data-centers-opposition-education-benefit/ Comments URL: https://news.ycombinator.com/item?id=49007525 Points: 138 # Comments: 294
The Samsung Galaxy Z Fold 8 Ultra has all the raw power you'd need, but the price and accessories for the Google Pixel 10 Pro Fold might be a better offer.
OpenAI outlines its commitment to advancing American science working with the U.S. Department of Energy and national labs to use frontier AI to accelerate discovery.
SenseTime has launched the Galaxy Project, teaming with nearly 20 partners to scale domestic AI chip infrastructure in China. In a keynote titled ‘Intelligent Transformation and Symbiosis,’ Yang Fan – the company’s co-f…
The pledge was introduced in March, and has done little to quell concerns so far. | Image: Cath Virginia / The Verge, Getty Images In the face of backlash to concerns the AI boom will increase consumer electricity bills…
New data centers built through 2033 could consume as much electricity as India uses today.
https://www.energy.gov/undersecretaryforscience/genesis-miss... Comments URL: https://news.ycombinator.com/item?id=48995074 Points: 95 # Comments: 74
AI has entered the gigascale era. The world’s most advanced AI factories are bringing together hundreds of thousands of GPUs and CPUs to train frontier models, power agentic AI and generate intelligence at unprecedented…
Nvidia’s Vera Rubin platform combines CPUs and GPUs into a single system, reflecting the company’s growing ambition to power every layer of AI infrastructure.
Alphabet, Google's parent company, is reportedly working on a new chip designed to make its Gemini models run much more efficiently.
Google is developing "Frozen v2," a server chip that bakes the Gemini architecture directly into hardware. According to internal sources, it could be 6 to 10 times more efficient than current TPUs. Scheduled for 2028, t…
This post describes how Couchbase adopted Amazon Bedrock to power Capella iQ with Anthropic’s Claude family of models, the architectural decisions behind their multi-model approach, and the operational benefits realized…
Microsoft is expanding Azure's AI infrastructure with AMD's new Helios platform, which is set to challenge Nvidia's GPU systems in the second half of 2026. A public GitHub profile suggests Anthropic is also testing AMD…
Erin Davis calls it the “SuperDuperPOD.” That’s two things in one name: pharmaceutical giant Bristol Myers Squibb (BMS) already runs one of the largest AI clusters in life sciences, with serious results to show for it.…
China's leading AI companies are ramping up the pressure on Silicon Valley, as Moonshot and Alibaba unveiled models they claim can go toe-to-toe with the best from OpenAI and Anthropic at a fraction of the cost. The rap…
We build an end-to-end NVIDIA NeMo AutoModel workflow in Google Colab using a single GPU. We verify CUDA hardware and precision support, install NeMo AutoModel from source, and load an official Qwen3-0.6B LoRA recipe. W…
Neil Rimer, the venture capitalist who co-founded Index Ventures, predicts the historic wealth AI is generating in Silicon Valley will have to be redistributed, voluntarily or involuntarily.
Meta is reportedly in talks with Anthropic to rent out compute capacity from its data centers. The article Zuckerberg's plan to sell excess AI compute could finds its first big customer in Anthropic appeared first on Th…
Moonshot AI has released Kimi K3, a model that by early assessments matches Anthropic's Opus 4.8, built by a team of just 300 people. Even OpenAI strategist Dean W. Ball calls it "very good," but, of course, warns that…
The Levoit Vital 200S-P is the smart air purifier to beat, with a washable prefilter and a capacity to clean up to 1,800 square feet in one hour.
A real three-day blackout revealed problems I never would've found on a power station's spec sheet.
Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.
<p>Suggestion for hyperscalers feeling pressure over data center water use:</p> <p>Buy up a few exclusive country clubs, convert the golf courses into public parks, pay for guides and binoculars to get the previous memb…
On today’s Uncanny Valley, we unpack OpenAI’s ongoing drama, both legal and reputational, and whether these developments could further hurt the company—particularly in its fight against Anthropic.
Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet…
We explore the Patter SDK by building a voice-agent workflow for a restaurant booking use case. We define dynamic caller variables, register callable tools for availability, bookings, hours, and human transfer, and laye…
General-purpose robots and autonomous machines are moving from research labs to real-world mass-market deployment, creating demand for compact, power-efficient AI supercomputers capable of running foundation models at t…
Built partnered with the AWS Generative AI Innovation Center (GenAIIC), AWS Partner AND Digital, and AWS account teams to create a scalable, AI-powered document processing engine that can classify, split, extract, evalu…
Anker's Solix E10 made backup power understandable for this first-timer, and I can't wait to expand the system.
New York has become the first state to temporarily halt approval of large data centers, as Gov. Kathy Hochul argues the AI-driven building boom shouldn’t come at the expense of higher electricity costs, water supplies,…
New York’s data center moratorium may become the blueprint for anti-AI movement.
Power is AI infrastructure’s inescapable constraint. How many tokens an AI factory can generate within a fixed power budget determines its revenue and profitability. Because of this, performance per watt — a metric that…
Demis Hassabis, during a panel session at the World Economic Forum in Davos, Switzerland. | Image: Bloomberg via Getty Images Demis Hassabis thinks the world needs an AI watchdog with the power to hit the brakes if fron…
Article URL: https://www.cbsnews.com/news/georgia-power-ai-data-centers-eminent-domain/ Comments URL: https://news.ycombinator.com/item?id=48901420 Points: 25 # Comments: 7
Of all the debates raging about the potential downsides of AI, there is one worry causing the most hand-wringing among AI enthusiasts in Silicon Valley — that the giant AI labs that sell proprietary models are somehow a…
We tested the best all-in-one computers that combine the power of a desktop PC with a slim, lightweight design.
A yard sign opposing a planned data center is displayed along Route 54 in Mount Carmel Township Northumberland County. | Image: Getty Images This is The Stepback, a weekly newsletter breaking down one essential story fr…
In this tutorial, we explore NVIDIA tile-based GPU programming with TileGym, building a Colab workflow that runs across different hardware. We probe the CUDA environment, try the real cuTile backend, and fall back to Tr…
Following the launch of ChatGPT Work and GPT-5.6 Sol, OpenAI has acknowledged significant issues: excessive compute usage, a confusing transition to the desktop interface for chats and projects, an unclear distinction b…
Article URL: https://www.noemamag.com/chinas-open-ai-models-are-advancing-its-global-soft-power/ Comments URL: https://news.ycombinator.com/item?id=48865717 Points: 30 # Comments: 0
In this post, you will learn four deployment patterns for taking models that have already been quantized with Unsloth and deploying them on AWS infrastructure. The patterns use Amazon Elastic Compute Cloud (Amazon EC2)…
A solar and home energy storage company is expanding into AI data centers, but not by building one - instead, it's offering to pay its customers to put its compute units in their homes. Sunrun is launching a pilot progr…
If you need more power than shared hosting services can provide, the top VPS hosting providers can give you the dedicated resources and scalability needed to push your project to the next level.
OpenAI's new family of models will continue to power Microsoft's suite of workplace and productivity apps.
NVIDIA has released Nemotron-Labs-3-Puzzle-75B-A9B, a compressed variant of Nemotron-3-Super. Iterative Puzzle alternates hardware-aware structural compression with short knowledge distillation recovery phases. The mode…
Having proven how valuable compute can be, the company finds itself at the center of a market everyone wants to be in — while simpler technologies and less interesting companies get rich on the sidelines.
Article URL: https://www.proactiveinvestors.com/companies/news/1095178/deepseek-makes-pivot-that-should-put-silicon-valley-on-high-alert-1095178.html Comments URL: https://news.ycombinator.com/item?id=48846708 Points: 5…
This GFN Thursday brings more games, more power and more ways to play on GeForce NOW. The cloud gaming service is expanding with a new GeForce RTX 5080-powered server in Toronto, bringing dedicated high performance in t…
NVIDIA has released Nemotron-Labs-3-Puzzle-75B-A9B, a compressed variant of Nemotron-3-Super. Iterative Puzzle alternates hardware-aware structural compression with short knowledge distillation recovery phases. The mode…
Kevin Weil's new role at Stoke Space suggests reusable rockets are the next hot thing in Silicon Valley.
Sure, home extension cords and power strips are handy, but they also result in thousands of preventable fires each year. Here's how to use them more safely.
Squeeze on Rust Belt electricity bills threatens Trump’s manufacturing plan.
Microsoft is the latest Silicon Valley giant to cut back on its AI spending.
Chinese startup Deepseek is building its own AI chip, Reuters reports. The article Deepseek is designing its own AI chip appeared first on The Decoder.
OpenAI added two Realtime models to its API. GPT-Realtime-2.1-mini is a mini reasoning model for voice, priced like the earlier gpt-realtime-mini. OpenAI also cut p95 latency by at least 25% through improved caching. He…
Anthropic's Fable 5 promises mythic AI power, but surprise restrictions make me wonder if it's more trouble than it's worth for day-to-day use.
Article URL: https://xcancel.com/i/article/2072830533739192560 Comments URL: https://news.ycombinator.com/item?id=48792463 Points: 19 # Comments: 2
Article URL: https://github.com/openai/codex/issues/30364 Comments URL: https://news.ycombinator.com/item?id=48789428 Points: 350 # Comments: 146
Article URL: https://www.wsj.com/tech/ai/ai-data-centers-water-use-901e2902 Comments URL: https://news.ycombinator.com/item?id=48774246 Points: 55 # Comments: 68
The rapid expansion of artificial intelligence infrastructure is typically framed as an energy problem. Data centers are projected to consume a growing share of global electricity demand: The International Energy Agency…
The news comes about a week after OpenAI announced its own custom AI chip in a partnership with Broadcom.
Anthropic is reportedly in talks with Samsung Electronics about manufacturing a custom AI chip. The project is still early, but Anthropic has already hired chip engineers. After OpenAI's "Jalapeño," yet another major AI…
The Eufy Omni S2 improves on its predecessor with four times the suction power, and an odor-free mop roller.
Nvidia is increasingly acting like a central bank for AI startups, actively shaping the compute market. The article Nvidia is bankrolling AI startups to loosen Big Tech's grip on its chip business appeared first on The…
Google tries balancing AI data center emissions with clean energy efforts.
Article URL: https://www.reuters.com/business/meta-sell-excess-ai-computing-capacity-via-cloud-business-bloomberg-news-reports-2026-07-01/ Comments URL: https://news.ycombinator.com/item?id=48759329 Points: 27 # Comment…
As AI moves from model development to production inference, compute demand is accelerating and shifting toward continuously operating AI factories that generate tokens at scale. This shift requires access to large‑scale…
Sound built its reputation on concentrated, high-conviction bets in category-leading AI labs, while Kutcher's new fund appears to be chasing the layer underneath those companies — the infrastructure and energy that powe…
This article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia. As artificial intelligence accelerates global demand for compute, a parallel constraint is emerging with equal…
Meta is developing plans for a cloud infrastructure business, selling access to AI compute power and models. The move would pit it against the big cloud providers like Amazon Web Services, Google Cloud, and Microsoft Az…
Article URL: https://www.bloomberg.com/news/articles/2026-07-01/meta-is-building-a-cloud-business-to-sell-excess-ai-compute Comments URL: https://news.ycombinator.com/item?id=48745966 Points: 20 # Comments: 13
“The lowest-cost place to put AI will be in space, and that will be true within two years, maybe three at the latest,” SpaceX founder Elon Musk told the World Economic Forum in Davos this past January, as his company wa…
According to a report by The Information, OpenAI has cut inference costs for its AI models by more than half. The company applied the optimizations to ChatGPT, where the number of Nvidia GPUs needed dropped to just a fe…
Life sciences has entered an era of computational scale, and for more than a decade, NVIDIA has built the full GPU-accelerated computing stack — spanning hardware, frameworks, libraries, models, microservices and domain…
In this post, we explore how Outpost VFX achieved 8x faster training speeds using AWS infrastructure to transform their face replacement workflow, the technical architecture they implemented to overcome single-GPU limit…
Taiwanese authorities have raided the offices of Super Micro Computer and several local partner companies. The article Taiwan raids Super Micro offices in probe over Nvidia chip smuggling to China appeared first on The…
Article URL: https://mrkt30.com/why-wont-europe-build-ai-data-centers-in-iceland/ Comments URL: https://news.ycombinator.com/item?id=48727538 Points: 33 # Comments: 34
Here's how to leverage your power station's capabilities when it's not during an emergency.
xFusion presented scalable enterprise AI computing models at ISC 2026, transitioning hardware from edge devices to data centres. Enterprise technology buyers attending the Hamburg exhibition sought practical production…
Article URL: https://decrypt.co/371877/ai-agent-nuclear-strike-civilization-vi-benchmark Comments URL: https://news.ycombinator.com/item?id=48712791 Points: 15 # Comments: 2
Knowing the facts about home solar power can help you make better-informed choices, save money, and stay safe.
360 founder Zhou Hongyi presents two AI security tools designed to compete with Anthropic's Mythos. One has already flagged 3,432 vulnerabilities. Zhou admits Chinese models trail Western ones by 20 to 30 percent, but c…
Not everyone is buying Elon Musk’s vision for orbital data centers.
For those who are using llms on macbook, Want to understand how macbook is different than dedicated GPU in running those models? and how to know how much a macbook is capable of running a model? Comments URL: https://ne…
Nvidia has dominated the AI chip market for years, but the era of total dependence might be ending. OpenAI just shared its plans to spice things up with Jalapeño, its custom inference chip built with Broadcom, joining G…
Nvidia has dominated the AI chip market for years, but the era of total dependence might be ending. OpenAI just shared its plans to spice things up with Jalapeño, its custom inference chip built with Broadcom, joining G…
Anthropic's critics argue it's rapidly accumulating power. The company says that's what responsible AI development looks like.
The decision by Amazon-owned MGM Studios to drop the OpenAI movie is just part of AI and film industries becoming increasingly intertwined. On Uncanny Valley, we look at where this is all headed.
The price increases result from surging memory chip costs and short supply but there are still deals available if you know where to look.
Un-0 is an image-generation system tool that shows for the first time how the company's technology can replicate conventional AI systems.
It's a tough market for GPUs, but there are still some good deals to be had during Amazon Prime Day. Here are the five worth checking.
To celebrate its new status as No. 1 in JD Power's initial quality ranking among mainstream automakers, Ford is opening up about the challenges it has faced in recent years, especially around its reliance on automated s…
Why organisational latency is becoming the biggest barrier to fully realising AI’s benefits
Qualcomm is pushing further into the data center market with a new processor called the Dragonfly C1000. The article Qualcomm enters the data center market with its own processor appeared first on The Decoder.
IBM’s nanostack transistors could boost chip performance or energy efficiency.
OpenAI’s financial trajectory hinges heavily on infrastructure costs, a reality that drove the development of the new custom OpenAI Jalapeño chip. Developed in collaboration with Broadcom, the application-specific integ…
The silicon race is heating up amid the struggle to keep up with demand.
Gradium released two real-time speech translation models, stt-translate and s2s-translate, covering English, French, German, Spanish, and Portuguese across 20 language pairs. The models collapse the standard three-model…
Announcement: https://openai.com/index/openai-broadcom-jalapeno-inference-... https://decrypt.co/371971/openai-broadcom-jalapeno-first-cus... https://www.cnn.com/2026/06/24/tech/openai-broadcom-jalapeno... Comments URL:…
In this post, we demonstrate the architecture and approach Loka used to solve a common frustration: robotic, slow voice assistants that cause customers to hang up, damaging brand reputation and driving up support costs.
OpenAI has just revealed a new "intelligence processor" chip for AI servers made in partnership with Broadcom. The chip, called Jalapeño, is designed to power current and future large language models, according to an an…
OpenAI is adding custom hardware to its tech stack. The "Jalapeño" chip, developed with Broadcom, is tailored for large language model inference and is set to run at scale by late 2026. The article OpenAI and Broadcom u…
Article URL: https://openai.com/index/openai-broadcom-jalapeno-inference-chip/ Comments URL: https://news.ycombinator.com/item?id=48659257 Points: 142 # Comments: 1
Language models may write cleaner prose than most humans, but ask one for 100 arguments on a topic and they'll all cluster together. Human reasoning is far more diverse, says Pangram CEO Max Spero, and that's what might…
UC San Diego's DFlash replaces autoregressive drafting with a lightweight block diffusion model for speculative decoding. It drafts whole token blocks in a single forward pass and conditions on target hidden features th…
OpenAI and Broadcom introduce Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale across AI systems.
Building AI systems at scale is demanding, requiring low-latency inference, fast vector search, strong GPU price-performance and infrastructure that can grow without multiplying operational complexity. NVIDIA’s latest w…
In this tutorial, we build a multilingual ASR and speech translation pipeline with NVIDIA Canary-1B-v2. We load the model on a GPU-enabled runtime, prepare audio into 16 kHz mono, and run English ASR. We then translate…
Hello, I wanted to share with you all a interactive map of the economics and physics constraints of the AI buildout. It has macro drivers, industrial chokepoints, and where that shows up in markets. I've added 393 nodes…
NVIDIA technologies power more than 400 of the world’s 500 fastest supercomputers — 81% of the TOP500 — according to the latest rankings released this week at the ISC High Performance conference in Hamburg, Germany.
The global surge in AI cyber threats is no longer a distant problem for corporate data centres, according to an urgent public warning from the world’s most powerful intelligence alliance. On June 22, 2026, the cybersecu…
Discover how Omio uses OpenAI to power conversational travel experiences, accelerate product development, and transform into an AI-native company.
Public pushback against data centers has emphasized their water and energy consumption, and now Nvidia is highlighting its claim that the Rubin generation reference design for a fully liquid-cooled data center has "elim…
Nvidia announced a new cooling system that cuts water use inside the data center. But it does nothing to address AI's biggest water use — fossil fuel power plants.
Microsoft is building a roughly 2-gigawatt data center campus in Pecos, Texas, one of the biggest single capacity adds in its history. In an open letter, the company promises stable power prices and minimal water use, d…
JUPITER, Europe’s first exascale supercomputer at Germany’s Forschungszentrum Jülich, runs on NVIDIA Grace Hopper Superchips and NVIDIA Quantum-X800 InfiniBand networking — and it’s had a busy year. As the international…
Mission, Vision and Veritas — new Los Alamos National Laboratory (LANL) supercomputers to be built with HPE and NVIDIA — are tapping NVIDIA Vera CPUs to accelerate scientific discovery, unlocking agentic AI for science.…
The next era of AI will not be defined by compute alone. Its growth will be determined by energy. As accelerated computing scales across AI factories, agentic AI, industrial AI, edge computing and physical AI — includin…
Big Tech is throwing big money into data center buildouts. As national opposition to the facilities grows, some workers are beginning to question whether it’s worth it.
We build an end-to-end forecasting workflow with TimeCopilot on a panel of real airline passenger data and a synthetic seasonal series with injected anomalies. We evaluate statistical, foundation, and optional GPU-based…
There's a commercial logic that cuts against the idea that ASML would risk its export license to arm a Chinese customer.
Amazon SageMaker AI provides fully managed real-time inference hosting for machine learning models. You deploy a model to a SageMaker endpoint backed by one or more compute instances, and SageMaker handles provisioning…
Play favorite titles from popular game libraries, keep progress synced and jump back into gaming sessions on virtually any device. That’s the power of GeForce NOW cloud gaming. From providing access to members’ favorite…
By mimicking how the brain operates, neuromorphic computing can use dramatically less energy than conventional electronic AI chips. However, even the most sophisticated neuromorphic devices today are still quite simple,…
A year ago at NVIDIA GTC Paris at VivaTech, France laid out plans to advance local AI — from new AI factories and national compute capacity to open frontier models and industrial platforms. Now, that AI infrastructure i…
Tokenmaxxing was the hottest trend in Silicon Valley earlier this year, with CEOs encouraging employees to push AI usage as far as it would go. Then the bill came due. Uber reportedly blew through its annual AI budget i…
Tokenmaxxing was the hottest trend in Silicon Valley earlier this year, with CEOs encouraging employees to push AI usage as far as it would go. Then the bill came due. Uber reportedly blew through its annual AI budget i…
Move originally planned for Monday would have heavily increased power users' costs.
Today, we’re excited to announce container image caching for Amazon SageMaker AI inference, the next major advancement in our faster scaling optimization journey. This speeds up end-to-end latency by up to 2x for genera…
Smart glasses are still a nascent category, but chipmaker Qualcomm is hard at work upgrading the silicon to power the next wave of XR devices: the Snapdragon Reality Elite. Although Qualcomm is announcing the chip today…
The Justice department says the Pentagon needs xAI to keep using its unpermitted gas turbines.
A Silicon Valley software maker and an ecommerce company reveal to WIRED how they are navigating the emerging challenge of “tokenomics.”
At the end of a tense and scoreless first half of a soccer match between the English men’s team and rival Germany, millions of Brits let out a collective sigh and did what they so often do in moments of stress: They mad…
Today, I’m talking with Adam Bry, who is CEO of Skydio, the leading US maker of autonomous drones. Before we recorded this episode, I actually got to remotely operate one of Skydio’s drones in the Bay Area from Adam’s l…
Mirage, a video world model from Microsoft Research and several universities, stores scene information directly in latent space instead of pixel-based point clouds. That slashes compute time and graphics memory while ke…
Even moderately sized data centers can have an outsized local impact.
OpenAI is negotiating to lease a planned 10-gigawatt data center in Ohio that could be financially backed by Nvidia, according to The Information. The article OpenAI wants its biggest data center yet, and Nvidia would b…
With an initial capacity of 24 megawatts, the innovative data center uses seawater as a natural cooling system.
A new report from OpenAI details PRC-linked influence operations using AI to target U.S. tech debates, data center narratives, tariffs, and false claims about ChatGPT.
OpenAI’s fourth large language model (LLM), GPT-4, took an estimated 50 gigawatt-hours to train, or the equivalent of 5,000 American homes’ yearly power consumption. That was in 2023. Since then, the computational resou…
The 168-megawatt facility will support Meta's global AI computing needs and can be expanded over time.
NVIDIA GPUs with Confidential Computing are now used for confidential inference in Apple’s Private Cloud Compute (PCC), as it expands beyond Apple’s data centers to Google Cloud. Unveiled during Apple’s annual WWDC gath…
At an event in San Francisco today, General Motors made a series of announcements around EV batteries, energy storage, and grid resiliency in the face of growing electricity demand from AI data centers. The automaker an…
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker Training Jobs.
On Tuesday, the Seattle City Council will vote on whether to enact a one-year moratorium on new data centers - just two months after several companies proposed building five large-scale centers in the city. Among the mo…
How Notion uses Codex to one-shot specs, build AI Voice Input for the web, and multiply engineering power across small teams.
In this tutorial, we implement a hands-on workflow for NVIDIA cuTile Python, a tile-based GPU programming interface for CUDA-style kernels in Python. We prepare a Colab-friendly environment and check GPU, driver, CUDA,…
Google has ordered more than three million AI chips from Intel for 2028. Nvidia is testing Intel's manufacturing tech for its upcoming Feynman architecture. Both moves come as TSMC can't keep up with AI chip demand. Int…
Xiaomi's MiMo team, with TileRT, released MiMo-V2.5-Pro-UltraSpeed, a serving mode for the MiMo-V2.5-Pro model. It decodes over 1000 tokens per second on a 1-trillion-parameter model using a single 8-GPU commodity node.…
With access to the latest generative AI models and high-performance accelerated compute in high global demand, AWS customers need tools to take advantage of model availability and capacity across multiple AWS Regions, w…
NVIDIA and LG Group are building an AI factory to accelerate LG Group’s next wave of AI-driven businesses, spanning robotics, autonomous driving, data center technologies and GPU cloud services. The AI factory will prov…
Clive Chan, by his own account the second hardware employee in OpenAI's custom chip program, is moving to Anthropic. He brings experience from Tesla's Autopilot ASIC and the OpenAI-Broadcom partnership. The move comes a…
Google released the Colab CLI, letting developers and AI agents run local code on remote Colab GPU and TPU runtime The post Google’s New Colab CLI Lets Developers and AI Agents Run Python on Remote Colab GPUs and TPUs F…
Sakana AI has launched a dedicated research lab for recursive self-improvement: AI that iteratively improves itself. The Japanese startup, co-founded by Transformer co-author Llion Jones, sees RSI as an alternative to t…
Developer felt "beaten up," with "no choice" but to shrink data center.
NVIDIA has released Nemotron 3 Ultra, a 550B total (55B active) open Mixture-of-Experts hybrid Mamba-Transformer for long-running agents. It pairs a 1M-token context with up to ~6x higher inference throughput than compa…
Meta may have found one way to slash its massive data center bill: tents.
Kevin O'Leary agreed to halve the size of his planned 40,000-acre data center in Utah amid mounting pressure from residents and activists, as reported earlier by local affiliate ABC4. The Shark Tank star sent a letter t…
The California startup released the fourth-generation of its home assistance robot, Stretch.
Hyperscalers have come under scrutiny for their impact on water quality and availability.
Quantum computers promise to one day solve problems beyond the most powerful supercomputers imaginable. But it’s often underappreciated how much classical computing it takes just to operate these machines. As qubit coun…
Fresh data-center capacity in several regions eased GPU availability, helping push regional inference cost indices lower this week.
More providers are tying compute prices to local energy conditions, adding a time-of-day dimension to where and when AI workloads run cheapest.
The NVIDIA AI Cloud ecosystem is accelerating the global buildout of AI factory infrastructure. Partners are expanding capacity to meet growing demand from enterprises, startups, nations, AI labs and developers scaling…
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team built the entire featu…
Summaries are aggregated for information only — follow the source link for the full story. Demo entries are illustrative.