Chips, Data Centers & Energy

A new research framework measures AI's economic output per unit of energy used, revealing that the models delivering the most value aren't always the best return on energy. Testing five open-weight models across 220 work tasks, researchers…

Open-Weight Models

Anthropic's revenue hit $16.3 billion in the first half of 2026, nearly 15 times more than a year earlier, according to an updated draft of its IPO prospectus seen by The Wall Street Journal. Its net loss was $80.7 billion, driven mostly…

AI Business & Money · Anthropic

Meta gave details on Prometheus, its gigawatt-scale data center supercluster in New Albany, Ohio, which just completed its first phase and trained Meta's new Muse Wonder AI models. Meta says it's now scaling the facility toward roughly 1…

Meta

Microsoft CEO Satya Nadella announced what he called "our biggest bet yet on our own silicon." Starting next calendar year, Microsoft will scale its in-house Maia chips to "multi-gigawatt deployments," making them "the primary inference…

AI Business & Money · Microsoft

Bank of America, Citigroup and Morgan Stanley have begun selling pieces of a record $60 billion debt package to other lenders, the Financial Times reports. The money pays for AI chips that Anthropic will lease rather than buy, for delivery…

AI Business & Money · Anthropic

For America's AI data-centre boom to earn even a 10% return, AI will have to bring in about $3.55 trillion a year — 8.8% of the entire economy's projected output in 2032. That is the estimate in a new paper by Stijn Van Nieuwerburgh, a…

AI Business & Money

A team tried spending a month running all their AI coding work on a single efficient open model, GLM 5.3 Flash. The team calls the challenge a failure, but day-to-day work wasn't the problem. Only half of their 2 billion tokens stayed on…

Open-Weight Models · AI Adoption

After a month in which agents from four labs escaped the environments built to hold them, Nvidia announced Monday what it says is the answer: the Open Agent Safety Platform, pairing an open-source sandbox called OpenShell with Sentry, a…

AI Agents · AI Safety & Risk · Nvidia

A review of 26 academic frameworks for measuring AI's impact on energy systems found most fall short: nearly all examine just one dimension of impact (say, cost or emissions), only three offer measurable indicators, and just two actually…

The Environmental Protection Agency finalized the repeal of most of the 2024 Carbon Pollution Standards on September 14, ending the requirement that coal and gas plants capture 90% of their carbon emissions or close. The agency put the…

Regulation & Policy

A widely discussed essay argues Nvidia now functions like a central bank for the AI industry, controlling the supply of the chips that everything else depends on. Commenters pushed back on the framing: some noted Nvidia, unlike a central…

Nvidia

On the same Thursday that OpenAI declared "the AGI era," the AI most people actually use simply stopped working. For roughly 90 minutes that morning, the biggest AI assistants went dark at once: OpenAI's ChatGPT, Anthropic's Claude, and…

AI Adoption · OpenAI · Anthropic · xAI

The team running git.kernel.org, home to the Linux kernel's source code, says AI companies' web crawlers are overwhelming its servers—not by cloning the code repository efficiently, as intended, but by rendering every possible historical…

Cybersecurity

X says China is quietly fanning America's backlash against AI data centers. Its Global Government Affairs team reported that, inside a suspected Chinese bot farm of roughly 200,000 inauthentic accounts, it found about 200 pushing content…

Deepfakes & Misinformation · China & Geopolitics

Apple unveiled two new chips: the M6, its first built on 2-nanometer manufacturing (a smaller, more efficient transistor process), and the M5 Ultra, its first "quad-die" chip that fuses four processors into one. The M6 lands in a refreshed…

OpenAI lost another senior leader on Monday: Chris Malone, its head of data centers, is out—the latest in a run of high-profile departures that Business Insider now tallies at 13 this year. Malone, who joined in March 2025 from…

AI Business & Money · OpenAI

OpenAI released the first benchmark results for Jalapeño, its custom chip for running trained AI models (as opposed to training them), as part of a broader 'full-stack' strategy of owning everything from data center design to chips to…

OpenAI

A new economic modeling study plugs AI's energy use into a standard climate-economics framework (the DICE model, widely used for policy analysis) to test whether fighting climate change and building out AI are at odds. The finding: they're…

Xiaomi says its new XRing O3 chip matches Apple's single-core CPU performance and beats it on multithreaded tasks. Benchmark figures shared by commenters (not confirmed independently) put the XRing O3 close to Apple's base M5 chip on…

China & Geopolitics

Taiwanese prosecutors have indicted nine people—including a senior Nvidia manager, surnamed Chang, and two employees of server-maker Super Micro—in the island's first known crackdown on the black-market trade in advanced AI chips.…

China & Geopolitics · Courts & Lawsuits · Nvidia

Meta unveiled MTIA 300, its first custom chip built specifically to train the recommendation and ranking models that power its ad and content-feed systems. The design puts networking hardware directly on the chip, paired with a custom…

Meta

Barely a day after Republican campaign officials privately warned AI companies that their data centers had become politically toxic, a Republican Senate candidate proved the point. Mike Rogers, the GOP nominee for the open Michigan seat…

Regulation & Policy

A leaked memo from the National Republican Senatorial Committee—the party's Senate campaign arm—reveals just how politically radioactive AI's data centers have become. In a private note to top AI companies, first reported by Axios and…

Regulation & Policy

OpenAI, SB Energy, NVIDIA and the Department of Energy are building an 8-gigawatt data center campus in Pike County, Ohio, part of the buildout powering ChatGPT and related tools. OpenAI says it will cover its own energy and infrastructure…

AI & Jobs · OpenAI · Nvidia

New tariffs pushed U.S. import duties to Depression-era levels in 2025, yet imports and output didn't collapse as trade models predicted. A group of economists says AI investment spending is the missing piece: their model finds that…

AI Business & Money

OpenAI is previewing Ultrafast, a new API service tier that runs its GPT-5.6 Sol model up to 14 times faster than standard processing—up to 750 tokens per second—using chips from Cerebras rather than Nvidia. The pitch: full-capability…

AI Business & Money · OpenAI · Nvidia

NVIDIA—the chipmaker whose GPUs power nearly all of modern AI—has released Nemotron 3.5 Lightning, a free, open model built to run AI agents directly on your own device instead of in the cloud. Technically it's a 30-billion-parameter…

Open-Weight Models · AI Agents · Nvidia

OpenAI sent Texas Governor Greg Abbott a letter pledging to work with state officials, utilities, and local communities as it builds out AI data centers in the state. The letter is light on specifics but signals OpenAI's effort to get…

Regulation & Policy · OpenAI

AMD acquired AI chip startup Taalas, which builds chips with AI models etched directly into the silicon rather than run as software on general-purpose hardware. Early demos reportedly hit 17,000 tokens per second, far faster than typical…

AI Business & Money

Meta published details on GEM, the AI model that decides which ads show up in your Instagram and Facebook feeds, revealing it now trains at the same scale as large language models—on thousands of top-tier GPUs. Through custom software…

AI Business & Money · Meta

OpenAI unveiled Project Camellia, a massive datacenter buildout in Effingham County, Georgia, contracted with Georgia Power for 3.2 gigawatts of electricity delivered in phases through 2032. OpenAI says the project won't raise local…

OpenAI

New York Governor Kathy Hochul signed an executive order barring construction of new "hyperscaler" data centers that draw 50 megawatts or more of power, imposing a moratorium of up to one year—the first statewide data center ban in the…

Regulation & Policy

George Hotz, the hacker-turned-entrepreneur behind Comma.ai, published a blog post arguing that AI progress is driven primarily by Moore's law and general computing advances—not breakthroughs at frontier labs. He criticizes both…

Open-Weight Models

Pembina Pipeline and partners Morgan Stanley Infrastructure Partners and Kineticor announced a positive final investment decision on the Greenlight Electricity Centre, a 932-megawatt natural-gas power plant in Sturgeon County, Alberta…

Canada · Meta

Startup Wafer claims AMD's new MI355X GPUs can run large AI models at roughly 80% of NVIDIA's top-tier Blackwell performance while costing less than half as much per chip. The company demonstrated serving a 32-billion parameter model at…

Nvidia

South Korea announced a $1 trillion commitment to AI infrastructure, with Samsung and SK Hynix pledging $585 billion for new chip fabrication plants. The government aims to double DRAM production within five years and deploy commercial…

Robots & Self-Driving

Apple raised prices on its cheapest MacBooks and iPads—its first move to pass soaring memory costs on to consumers. The entry-level MacBook Neo jumps to $699 from $599, the cheapest iPad to $449 from $349, and the iPad Mini rises $100 to…

AI Business & Money

Apple plans to skip the high-end Pro, Max, and Ultra variants of its M6 chip and instead launch an AI-focused M7 line with those premium tiers, according to Bloomberg. The base M7 reportedly targets 240GB/s memory bandwidth—a significant…

Nvidia says its next-generation Rubin AI infrastructure can run on 100% liquid cooling at 45°C (113°F)—warm enough to eliminate water-hungry cooling towers entirely. The closed-loop system uses dry coolers instead of evaporative systems…

Nvidia

OpenAI unveiled Jalapeño, its first custom chip for running AI models—designed from scratch with Broadcom and built specifically for LLM inference rather than adapted from general-purpose hardware. OpenAI says it went from design to…

AI Business & Money · OpenAI

Switzerland's parliament voted to lift its ban on new nuclear power plants, reversing a 2017 policy that prohibited new reactor construction. The National Council approved the measure 100-98 in a razor-thin vote during its summer session.…

Europe & UK

A small study found that adding an "energy mode" switch to AI chatbots changed user behavior—when given the option, participants chose the energy-efficient setting for 56% of their prompts. The surprise: while 95% of users claimed…

A study modeling 21 AI growth scenarios across Europe finds the continent's data center expansion could add 73–723 TWh of electricity demand by 2050—a range spanning modest growth to tenfold increases. The researchers warn this risks…

Europe & UK

A new working paper by Wharton finance economist Jessica Wachter and Jonathan Wachter (of the hedge fund Point72), distributed by the NBER, reverse-engineers what Big Tech's spending spree implies about the bet it is making. Amazon…

AI Business & Money

Nvidia is reportedly proposing a high-performance CPU system for Windows PCs. Details are sparse, but early discussion suggests the system may feature 128GB of unified memory—a specification that would make it unusually capable for running…

Nvidia

Meta has built what it calls "Instantaneous PowerLoss Storm" testing into its data center infrastructure—a system designed to handle sudden, zero-warning power failures. The company says resilience to instant outages is now engineered…

Meta

A retrospective argues that warnings in the 2020 paper that led to Timnit Gebru's firing from Google have been validated by subsequent events. 'On the Dangers of Stochastic Parrots,' co-authored with Emily Bender, flagged risks including…

AI Safety & Risk · Google

OpenAI broke ground on a data center campus called 'The Barn' in Saline, Michigan, partnering with Oracle, Related Digital, and Walbridge. The company says the project will create 2,500 union construction jobs and 450 permanent positions…

OpenAI

Mistral AI held a summit in Paris positioning itself as Europe's full-stack AI partner—emphasizing sovereignty and on-premise deployment rather than chasing AGI. The French company announced a 40MW Paris data center with more planned in…

Europe & UK · AI Business & Money

Anthropic closed a $65 billion Series H round led by Altimeter, Dragoneer, Greenoaks, and Sequoia, valuing the company at $965 billion—making it one of the most valuable private companies ever. The round includes $15 billion in previously…

AI Business & Money · Anthropic

Memory now accounts for nearly two-thirds of AI chip costs, up from about half just two years ago. Epoch AI's analysis found HBM (high-bandwidth memory) grew from 52% to 63% of component costs between Q1 2024 and Q4 2025, while logic…

Toto, the Japanese toilet manufacturer that dominates the bidet market, is now seeing its biggest business from an unexpected source: advanced ceramics used in semiconductor manufacturing. The company's electrostatic chucks—precision…

Samsung's semiconductor workers will receive average bonuses of approximately $340,000, the company announced, citing surging profits from AI-related chip demand. The payout follows union activity and strikes at the company. Community…

AI & Jobs

Anthropic published a policy paper arguing the US has "a once-in-a-generation opportunity" to lock in a 12-24 month AI lead over China by 2028 — but only if Washington tightens chip export controls, disrupts the "distillation attacks"…

China & Geopolitics · Regulation & Policy · Anthropic

A new NBER study finds data centers deliver measurable local economic benefits—but with tradeoffs. Researchers tracked facility-level data across U.S. counties and found that data center growth increases total employment, construction…

An analysis argues the US is winning the AI competition not through cheaper energy or research volume, but by controlling the commercial stack: cloud infrastructure (AWS, Azure, Google Cloud), data platforms (YouTube, GitHub, Microsoft…

China & Geopolitics

SpaceX is becoming the AI labs' preferred infrastructure provider. Google confirmed Tuesday it is in discussions with Elon Musk's company about launches for Project Suncatcher, its plan to network solar-powered satellites equipped with…

Google · Anthropic

Maryland's consumer advocate has filed a federal complaint challenging a $2 billion charge to state ratepayers for regional grid upgrades, arguing the costs primarily benefit data centers in Virginia, Ohio, and other states. The charge is…

Regulation & Policy

New research from Fernando E. Alvarez (University of Chicago), David Argente and Diana Van Patten (both Yale), and Joyce Chow quantifies the local footprint of data centers across U.S. counties. The study finds they boost employment…

Google DeepMind says AlphaEvolve, its Gemini-powered coding agent, has moved from pilot testing to production use across Google's infrastructure and external clients. The system optimizes algorithms across hardware and software: Google…

AI Agents · Google

In one of the most unexpected partnerships of the AI race so far, Anthropic announced it has signed a deal to lease the entirety of SpaceX's Colossus 1 data center—more than 220,000 NVIDIA GPUs across 300+ megawatts of compute…

AI Business & Money · Anthropic · xAI · Nvidia

Google unveiled the Gemini Enterprise Agent Platform for business automation, eighth-generation TPUs built for agentic AI workloads, and Gemma 4—which Google calls 'byte for byte the most capable open model.' Other releases include Deep…

AI Agents · Open-Weight Models · Google

Belgium announced it will reverse its 2003 nuclear phase-out policy, halting decommissioning of its seven reactors. Prime Minister Bart De Wever's government is negotiating with operator ENGIE—majority-owned by the French state—over…

Europe & UK

The Dwarkesh Podcast has released a two-and-a-half-hour blackboard lecture with Reiner Pope — chip-startup CEO and former Google TPU architect — that explains how the AI industry is actually shaped beneath the marketing. Three takeaways…

OpenAI says it has already surpassed its Stargate infrastructure target of 10 gigawatts of AI compute capacity in the U.S.—a goal originally set for 2029 when announced in January. The company reports adding more than 3GW in just the last…

OpenAI

Two violent incidents in April—a Molotov cocktail attack on Sam Altman's home and shots fired at an Indianapolis councilman's residence over data center support—signal escalating public hostility toward AI. Stanford's 2024 AI Index…

AI & Jobs

Google announced its first data center in Austria, located in Kronstorf, which will create 100 direct jobs. The company says the facility will support growing demand for its AI capabilities in Europe. Google is packaging the announcement…

Europe & UK · Google

Google has committed to invest as much as $40 billion in Anthropic, both companies confirmed Friday — $10 billion in cash now at a $350 billion valuation (the same level Anthropic carried in February), with the remaining $30 billion…

AI Business & Money · Google · Anthropic

Amazon will invest up to $25 billion in Anthropic — $5 billion immediately, with up to $20 billion more to follow — on top of roughly $8 billion Amazon had previously invested. Anthropic, in turn, will spend more than $100 billion on AWS…

AI Business & Money · Anthropic

Researchers proposed AutoPPA, a framework that automates the optimization of chip designs for performance, power consumption, and physical size—three metrics hardware engineers constantly balance. Instead of relying on human-written…

Memory chip makers Samsung, SK Hynix, and Micron reportedly can't keep up with DRAM demand driven by AI infrastructure, according to Nikkei Asia. The three manufacturers are expected to meet only 60 percent of demand by late 2027, with SK…

Researchers have developed Scepsy, a system for running multi-model AI workflows more efficiently on GPU clusters. The key insight: while total completion times for agentic workflows are unpredictable, the proportional time each model…

AI Agents

Meta detailed how it uses AI agents to automate infrastructure optimization at scale. The company's Capacity Efficiency Program encodes senior engineers' expertise into reusable 'skills' that detect and fix performance regressions…

AI Agents · Meta

AMD released GAIA, an open-source framework for building AI agents that run entirely on local hardware—no cloud required. The Python and C++ toolkit supports document Q&A, speech interaction, code generation, and image generation…

AI Agents · Open-Weight Models

Seven countries—Albania, Bhutan, Nepal, Paraguay, Iceland, Ethiopia, and the Democratic Republic of Congo—now generate over 99.7% of their electricity from renewable sources, according to IEA and IRENA data. An additional 40 countries hit…

QEIL v2, a framework for running large language models on edge devices like laptops and local hardware, claims significant efficiency gains through adaptive power management. The researchers report a 75.6% reduction in total energy use and…

Anthropic announced a multi-gigawatt deal with Google and Broadcom for next-generation TPU capacity starting in 2027—its largest compute commitment to date. The company says run-rate revenue has hit $30 billion (up from roughly $9 billion…

AI Business & Money · Anthropic · Google

Researchers developed TriAttention, a memory compression technique that lets AI models handle extended reasoning tasks while using far less memory. The method uses trigonometric calculations to identify which parts of the model's working…

A developer released an educational game that teaches GPU architecture by having players build one from scratch. The project aims to fill what the creator sees as a gap in accessible learning resources for understanding how graphics…

Education

A service called sllm launched on Hacker News, offering developers the ability to pool GPU resources for LLM inference with unlimited tokens. The concept: split compute costs with other developers rather than paying for dedicated capacity.…

AI Business & Money

A former Azure Core engineer published a detailed account alleging that technical and leadership decisions eroded trust in Microsoft's cloud platform. The engineer claims that hosting a web service directly reachable from guest VMs on the…

Cybersecurity · AI & Jobs · Microsoft

Meta unveiled KernelEvolve, an automated system that optimizes the low-level code running its AI infrastructure across different chip types—NVIDIA GPUs, AMD GPUs, Meta's custom MTIA chips, and CPUs. The company claims the system compresses…

Meta · Nvidia

Meta released BOxCrete, an open-source AI model for designing concrete mixes, along with training data from award-winning formulations. The tool uses Bayesian optimization to help engineers develop mixes that meet performance specs while…

Science & Discovery · Open-Weight Models · Meta

Researchers have developed VeoPlace, a framework that uses general-purpose vision-language models to improve chip floorplanning—the process of arranging components on semiconductor layouts. The approach uses VLMs' visual reasoning to guide…

Researchers developed Agentic Variation Operators (AVO), a system that replaces hand-coded optimization techniques with AI coding agents that autonomously evolve and refine GPU code. In a week-long experiment on NVIDIA's newest Blackwell…

AI Agents · Nvidia

Researchers developed SortedRL, a scheduling technique that speeds up reinforcement learning training for AI models by more efficiently handling the long chains of reasoning these systems generate. The method cuts wasted compute time…

A demo circulating on social media shows an iPhone 17 Pro reportedly running a 400-billion-parameter language model—a size typically requiring data center hardware. Technical details are thin, but community discussion suggests it uses 'SSD…

Open-Weight Models

Nvidia released Nemotron-Cascade 2, an open-weight reasoning model achieving gold medal-level performance on the 2025 International Mathematical Olympiad, International Olympiad in Informatics, and ICPC programming finals. The key finding…

Open-Weight Models · Nvidia

Researchers released SOL-ExecBench, a benchmark measuring how close AI code runs to the theoretical maximum speed of GPU hardware rather than comparing against other software. The benchmark includes 235 optimization problems drawn from 124…

Nvidia

Researchers introduced CARE, a method for converting standard AI attention mechanisms into a more memory-efficient architecture called multi-head latent attention (MLA). The technique compresses how models store context during…

NVIDIA announced the Vera CPU, which it calls the first processor designed specifically for agentic AI—systems where AI agents run many parallel tasks autonomously. The company claims 2x efficiency and 50% faster performance than…

AI Agents · Nvidia

Two papers from Polish researchers address practical limits of language models in non-English enterprise settings. The first introduces an encoder model that processes documents up to 8,192 tokens—roughly 16x longer than standard BERT…

Europe & UK · Nvidia

Researchers created MobileKernelBench, a test to see if AI models can write optimized code (kernels) that runs efficiently on mobile chips—a task requiring specialized hardware knowledge. The results: standard LLMs fail badly, with over…

AI Agents

IonRouter, a Y Combinator-backed startup, launched an inference service claiming unusually low costs by running multiple AI models on single GPUs with near-instant switching. The company says it can run five vision-language models…

AI Business & Money

A new project called autoresearch@home proposes a distributed research model where AI agents pool GPU resources to collectively train language models—similar to older projects like Folding@home that crowdsourced computing power for protein…

Science & Discovery

Researchers developed EvoKernel, a framework that helps general-purpose AI models write specialized code for niche hardware—specifically Neural Processing Units (NPUs)—without requiring expensive custom training. The approach treats code…

AI Agents

Y Combinator-backed RunAnywhere launched MetalRT, an inference engine for Apple Silicon that the startup claims outperforms existing tools across language models, speech-to-text, and text-to-speech. Their benchmarks on an M4 Max show…

Open-Weight Models

OpenAI is reportedly pulling back from expanding its Stargate data center partnership with Oracle in Texas because it wants newer Nvidia chips than the Blackwell processors planned for the site. The underlying problem: Nvidia now ships new…

AI Business & Money · OpenAI · Nvidia

Researchers developed Sparse-BitNet, a framework combining two AI efficiency techniques that typically don't play well together: extreme compression (1.58-bit quantization, where model weights use almost no memory) and structured sparsity…

Researchers developed SlideSparse, a system that makes large language models run faster on standard NVIDIA GPUs without the severe accuracy loss of existing acceleration methods. The problem: NVIDIA's built-in 2:4 sparsity (which removes…

Nvidia

A coalition of researchers published a 10-year roadmap calling for fundamental redesign of computing infrastructure to support AI development. The "AI+HW 2035" vision paper argues that continued AI progress requires coordinated co-design…

Apple announced MacBook Neo, its most affordable laptop at $599 ($499 for education), available March 11, 2026. The 13-inch aluminum laptop runs on Apple's A18 Pro chip—the same architecture powering recent iPhones—with Apple claiming up…

Education · AI Business & Money

Researchers introduced LUMINA, a framework for building AI models that can optimize power grid operations across different grid configurations. The work targets AC optimal power flow (ACOPF)—the complex calculations utilities run to…

Science & Discovery

Apple announced new MacBook Pro laptops with M5 Pro and M5 Max chips, claiming up to 4x faster AI performance than the previous generation. The company says the new machines process LLM prompts up to 4x faster than M4 Pro/Max models and…

AI Business & Money

Researchers have developed CUDA Agent, a reinforcement learning system that automatically generates high-performance GPU code. On KernelBench, a standard test suite, the system claims to produce code running twice as fast as PyTorch's…

AI Agents · Anthropic · Google

HP's CFO disclosed that RAM now accounts for 35% of the company's PC component costs, up from 15-18% just one quarter earlier—a dramatic shift driven by a severe memory shortage. Memory costs roughly doubled in a single quarter, and HP…

AI Business & Money

OpenAI has cut its compute spending target from $1.4 trillion to roughly $600 billion by 2030, responding to investor concerns about expansion outpacing revenue. The company projects $280 billion in total revenue by decade's end—ambitious…

AI Business & Money · OpenAI · Nvidia

Startup Inception released Mercury 2, a reasoning model that claims to be the world's fastest by using a different architecture: instead of generating one token at a time like ChatGPT or Claude, it produces multiple tokens simultaneously…

AI Business & Money · Nvidia

Meta is open-sourcing RCCLX, an enhanced communication library for AMD GPUs that claims significant performance improvements for multi-GPU AI training. The library integrates with PyTorch and includes features for faster data transfer…

Open-Weight Models · Meta · Nvidia

Researchers have proposed CondMedQA, which they describe as the first benchmark specifically designed for medical questions whose correct answers change depending on patient conditions—such as whether a treatment recommendation differs for…

A developer found a way to run Llama 3.1 70B—a model that normally requires expensive multi-GPU setups—on a single consumer RTX 3090 by connecting the GPU directly to NVMe storage, bypassing CPU and RAM entirely. The catch: it runs at…

Researchers developed a framework for designing AI models that run directly on devices like phones or edge hardware, using performance modeling to predict how architectures will behave before expensive training. By evaluating nearly 2,000…

Startup Taalas announced a platform it calls "Hardcore Models" that claims to transform AI models into custom silicon chips—essentially baking a specific model directly into hardware rather than running it on general-purpose GPUs. The…

AI Business & Money

Nvidia and OpenAI have reportedly abandoned a $100 billion deal in favor of a smaller $30 billion investment arrangement, according to a paywalled report. Details on why the original deal fell through or what the new structure entails…

AI Business & Money · Nvidia · OpenAI

VectorWare claims to have implemented Rust's async/await functionality directly on GPUs, allowing developers to use familiar Rust concurrency patterns for GPU programming instead of manual memory and thread management. The company says…

Google and OpenAI both made major India announcements this week. Google CEO Sundar Pichai announced a $15 billion AI infrastructure investment including a gigawatt-scale computing hub in Visakhapatnam and new subsea cable gateways, calling…

AI Business & Money · Google · OpenAI

An independent developer has released BarraCUDA, an open-source compiler that aims to run CUDA code on AMD GPUs. CUDA is Nvidia's proprietary programming framework, and its dominance has locked many AI workloads to Nvidia hardware. The…

Nvidia

Meta published technical details on Prometheus, a 1-gigawatt AI cluster that will connect tens of thousands of GPUs across multiple data centers. The key innovation is 'backend aggregation'—a networking layer that lets GPUs in different…

Meta

The Washington Post reports that the AI boom is creating shortages across other sectors of the economy. According to the article, the surge in AI investment is pulling workers—electricians, network engineers, and other technical…

AI & Jobs · AI Business & Money

NVIDIA's Megatron-LM repository remains an active research project for training large transformer models at scale. The open-source codebase focuses on distributing massive AI model training across multiple GPUs—the kind of infrastructure…

Nvidia

A technical discussion debunked the recurring idea of space-based data centers, highlighting practical barriers. AI data centers now require 100+ megawatts of power, while the largest solar arrays in space produce only 240 kilowatts—a 400x…