Samwise Tech/AI/Robotics Newsletter
Saturday, April 11, 2026
ASML’s High-NA EUV Chips Offer Path to Lower AI Data Center Power Consumption
ASML, the Dutch semiconductor equipment giant, has delivered roughly ten High-NA EUV lithography systems to customers including Intel and SK Hynix, each priced at approximately $400 million. The machines use giant, near-perfect mirrors to etch circuits at previously impossible densities, packing far more transistors per square millimeter than existing technology allows. Researchers say chips manufactured with High-NA EUV could cut power consumption inside AI data centers by performing more computations per watt, directly addressing the AI industry’s mounting electricity crisis. Commercial chip production using the devices is expected to ramp through late 2026 as both Intel and SK Hynix complete facility preparations.
Sources: Nature
Anthropic Launches Project Glasswing, Deploying Claude Mythos Preview Against Critical Software Vulnerabilities
Anthropic unveiled Project Glasswing on April 7, 2026, bringing together twelve major technology companies — including Amazon Web Services, Apple, Broadcom, Cisco, CrowdStrike, Google, JPMorganChase, Microsoft, and NVIDIA — to deploy AI-powered cybersecurity defenses across critical software infrastructure. The initiative grants partners access to Claude Mythos Preview, a frontier model that autonomously identified thousands of previously unknown zero-day vulnerabilities in every major operating system and browser. Mythos Preview exposed a 17-year-old remote code execution flaw in FreeBSD (CVE-2026-4747) allowing unauthenticated root access. The coalition commits $100 million in usage credits and $4 million in direct donations to open-source security organizations.
Sources: Anthropic
Meta Debuts Muse Spark, Its First Proprietary AI Model, Departing from Open-Source Llama Tradition
Meta Superintelligence Labs launched Muse Spark on April 8, 2026 — the company’s first proprietary AI model and a deliberate break from its open-source Llama heritage. Led by Alexandr Wang, the model is natively multimodal, supports tool use and visual chain-of-thought reasoning, and is trained with thought compression that penalizes excessive reasoning tokens. Meta says Muse Spark matches its earlier Llama 4 Maverick model using roughly one-tenth the compute. In its most capable Contemplating mode, which runs parallel reasoning agents, the model scores 58 percent on Humanity’s Last Exam. Muse Spark will roll out across Facebook, Instagram, WhatsApp, and Meta’s Ray-Ban AI glasses.
Sources: VentureBeat
NVIDIA Releases GR00T N1.7 and Cosmos 3 During National Robotics Week, Opening Commercial Robot AI
During National Robotics Week 2026, NVIDIA released GR00T N1.7, an early-access robot foundation model now available under commercial licensing, enabling dexterous manipulation and autonomous task execution on production-grade hardware. The company also previewed GR00T N2, built on DreamZero research, which helps robots succeed at unfamiliar tasks in new environments more than twice as often as leading vision-language-action models. Alongside these releases, NVIDIA made Cosmos 3 available — a world foundation model combining synthetic world generation, vision reasoning, and action simulation — plus Newton 1.0 physics engine and Isaac Sim 6.0. Partners including Boston Dynamics, LG Electronics, and NEURA Robotics debuted new robots built on the NVIDIA platform.
Sources: The Robot Report
Japan Moves Physical AI From Pilot Programs to Production, Eyes 30% of Global Market by 2040
Japan is moving physical AI from controlled pilots into large-scale, real-world deployment, driven by acute labor shortages across manufacturing, logistics, and elder care sectors. In March 2026, Japan’s Ministry of Economy, Trade and Industry announced a national strategy to build a domestic physical AI industry and capture 30 percent of the global market by 2040. Companies across Japan have begun placing AI-driven robots directly into production lines and warehouses rather than limiting them to test environments. The shift marks a decisive departure from the cautious, siloed pilots that historically defined Japan’s approach to industrial automation, signaling that commercial-grade physical AI deployment is now considered technically feasible.
Sources: TechCrunch
ICML 2026 Rejects 497 Papers After Watermarking System Catches AI-Generated Peer Reviews
The 2026 International Conference on Machine Learning (ICML) rejected 497 papers — roughly 2 percent of total submissions — after a watermarking system exposed AI-generated peer reviews. Organizers built a dictionary of 170,000 phrases and embedded two randomly chosen phrases into each paper’s PDF at odds of less than one in ten billion; any LLM-generated review would inadvertently include those trigger phrases. The technique flagged 795 reviews written by 506 unique reviewers. Under ICML’s reciprocal review policy, which requires paper authors to also evaluate other submissions, every paper connected to a violating reviewer was automatically desk-rejected. The conference will be held in Seoul in July 2026.
Sources: Nature
OpenAI Closes Record $122 Billion Round at $852 Billion Valuation as Revenue Hits $2B Per Month
OpenAI closed a record-breaking $122 billion funding round on March 31, 2026, valuing the company at $852 billion. The round was anchored by Amazon at $50 billion and joined by NVIDIA and SoftBank at $30 billion each, alongside Andreessen Horowitz, D.E. Shaw Ventures, and others. For the first time, OpenAI extended participation to retail investors via bank channels, raising $3 billion from individual participants. The company reported $2 billion in monthly revenue, growing nearly four times faster than Alphabet and Meta at comparable stages. ChatGPT now reaches over 900 million weekly active users. OpenAI has begun taking early steps toward a public listing in 2026.
Sources: TechCrunch
Tech Pulse
Top Models (Composite Benchmark): GPT-5.4 Pro (92/100) | Gemini 3.1 Pro (87/100) | Claude Opus 4.6 (85/100)
Market Caps: NVIDIA ~$3.5T | Apple ~$3.1T | Microsoft ~$2.9T
Curated by JD · samwise.agency