Top AI Companies Agree to Pentagon Deals for Classified Work
The Defense Department finalized agreements with major AI and cloud players to use their systems in classified settings.
Coverage of Nvidia, Jensen Huang, and the GPU AI infrastructure boom.
41 stories · Updated 2026-05-01
Cloud provider Nebius is acquiring 20-person startup Eigen AI, which optimizes chip performance for running (not training) AI models.
Nvidia’s NVentures joined a Series D extension for Legora, which sells agent-style tools for legal workflows and says it has surpassed $100M in ARR.
Former DeepMind reinforcement learning leader David Silver’s new lab says it wants to build a 'superlearner' that acquires skills without human datasets.
The rally underscores how central Nvidia’s GPUs remain to AI infrastructure spending across Big Tech.
The agreement highlights a growing shift toward CPUs and custom silicon for running AI agents after models are trained.
CoreWeave surged 42% in April and Nebius drew a new Citi target, yet McKinsey and industry veterans caution that the bare-metal AI cloud model carries outsized risk.
Excerpts from the company's confidentially filed $1.75 trillion IPO registration list in-house GPU production as a major capital expenditure, alongside the Terafab chip venture Elon Musk is developing with Tesla and xAI using Intel's 14A process node.
First-quarter revenue of $13.6 billion topped Wall Street estimates by more than $1 billion, driven by a 22% jump in the Data Center and AI segment, sending shares up more than 20%.
The TPU 8t delivers 2.8 times the compute of its predecessor for model training, while the TPU 8i offers a 9.8-times improvement per pod for agentic inference — and both will be available from Google Cloud later in 2026.
The world's largest contract chipmaker delivered its fourth consecutive quarter of record earnings as AI chip demand outpaces supply, with Nvidia now its largest customer and Q2 revenue guidance of $39–40.2 billion.
The multi-year collaboration, signed in Paris on April 16, deepens AMD's role in Alice Recoque — France's planned first exascale supercomputer — and extends to AI research, education, and startup support across the country.
Federal regulators and senior officials, including Federal Reserve Chair Jerome Powell, privately cautioned bank CEOs about the potential dangers of Anthropic's restricted frontier model, as JPMorgan and Morgan Stanley were permitted to test it for defensive security purposes.
Taiwan's chip giant posted revenue of NT$1.13 trillion for Q1 2026, a 35 percent year-over-year rise, setting the stage for a formal earnings report on April 16 expected to confirm a fourth straight quarterly record.
The agreement gives Anthropic a new tranche of Nvidia-powered data center capacity in the US, as demand for Claude continues to surge past a $30 billion annual run rate.
The partnership gives Intel a crucial validation of its data center chip roadmap at a moment when the company is fighting to stay relevant against Nvidia and custom silicon.
The restricted AI model can autonomously find critical vulnerabilities across major operating systems and browsers — and Anthropic is keeping it locked away from the public for safety reasons.
The three competing AI labs are sharing intelligence to detect adversarial distillation — a practice where foreign actors extract proprietary capabilities from frontier models without authorization.
The Nvidia manufacturing partner's quarterly results signal that hyperscaler appetite for AI compute hardware remains robust despite geopolitical headwinds.
The additional $12 billion raised since February, including $3 billion from individual investors through banking channels for the first time, reads less like venture financing and more like an IPO rehearsal.
The investment integrates Marvell's custom chip design and silicon photonics technology into Nvidia's AI infrastructure ecosystem, giving hyperscalers more options beyond standard GPU configurations.
The South Korean memory giant's planned US listing aims to fund HBM capacity expansion and could help relieve the supply crunch stalling AI hardware builds worldwide.
The conference confirmed that Nvidia's competitive edge is shifting from selling individual chips to delivering integrated rack-scale systems built for the age of autonomous AI agents.
The French AI startup's new platform challenges the fine-tuning approach favored by rivals by enabling governments and corporations to build proprietary models on their own data with embedded engineering support.
Jensen Huang declared that space computing "has arrived" as Nvidia announced chip platforms for orbital deployments in partnership with Axiom Space, Starcloud, and Planet.
Jensen Huang's keynote at the SAP Center in San Jose introduced a seven-chip computing platform and an entirely new class of AI inference processor derived from Nvidia's $20 billion Groq acquisition.
The open-source stack adds policy enforcement, privacy routing, and network guardrails to OpenClaw, which Huang called the most popular open-source project in history and said every company will need a strategy for.
Four new automaker partnerships announced at GTC 2026 bring Nvidia's Drive Hyperion autonomous vehicle development platform to some of the world's largest car manufacturers.
From Anthropic's Pentagon battle to the data center construction boom and hardware price inflation, a roundup of the defining AI narratives through mid-March finds the industry at a pivotal inflection.
Executives from leading AI labs told attendees that a non-linear capability leap is coming by mid-2026, while a Morgan Stanley survey found AI already caused a 4% average net workforce reduction globally.
The social media giant's accelerated silicon roadmap targets both ranking and generative AI inference, with all four chip generations deploying within two years at a pace far faster than industry norms.
Following a week of AI-dominated presentations from hundreds of company executives, the bank's analysts said nearly every business is now defining itself as either an AI enabler or AI adopter.
The British AI infrastructure company's $2 billion raise adds Sheryl Sandberg and Nick Clegg to its board, positioning it for a potential 2026 IPO with OpenAI and Microsoft as anchor customers.
The Turing Award winner's new startup, backed by Nvidia, Samsung, and Bezos Expeditions, is betting that world models will surpass large language models for real-world applications.
The job reductions will affect divisions across the company and may begin this month, with some cuts targeting roles Oracle expects AI to make redundant.
The MacBook Neo uses Apple's A18 Pro mobile processor — a first for any Mac — targeting Chromebook and Windows users with a breakthrough entry price.
The new MacBook Air doubles base storage to 512GB and gains Wi-Fi 7, while the MacBook Pro gains M5 Pro and M5 Max chips with larger base storage.
A comprehensive analysis of AI infrastructure commitments finds hyperscalers planning nearly $700 billion in 2026 data center spending, with Stargate construction underway in Texas and Oracle locking in $300 billion in compute contracts.
OpenAI's record-shattering funding round, led by a $50 billion Amazon commitment, is the largest private financing in history and cements deep infrastructure partnerships running on Amazon's cloud and Nvidia's Vera Rubin chips.
Nvidia's fiscal fourth quarter delivered its most profitable period ever, surpassing the quarterly earnings of Apple, Microsoft, and Alphabet, with data center revenue surging 75% year-over-year to $62.3 billion.
AMD and Meta announced a sweeping chips-for-stock agreement under which Meta will acquire AI chips equivalent to six gigawatts of capacity and gain the option to purchase up to a 10% stake in AMD.