The Trillion-Dollar Hardware Club Expands

The AI hardware boom has officially minted a new member of the elite trillion-dollar valuation club. Samsung crossed the $1 trillion valuation mark after shares surged on relentless AI-driven chip demand, becoming only the second Asian company after TSMC to hit this milestone. AI boom pushes Samsung to $1T. In related news, the CEO of ASML, the company whose extreme ultraviolet lithography machines are essential for making advanced chips, confidently stated that “no one is coming for us,” reinforcing its critical monopoly position in the semiconductor supply chain. ASML CEO Christophe Fouquet on his company’s monopoly: no one is coming for us.

Government AI Procurement Heats Up

The U.S. government is rapidly formalizing its relationships with the AI industry. The Pentagon has added four more AI companies to its roster of favoured suppliers, signing agreements with Microsoft, Reflection AI, Amazon, and Nvidia that allow their products to be used on classified operations. They join OpenAI, xAI, and Google in this select group. Notably, the report also indicates the administration is rethinking Anthropic’s role within this structure. US government increases AI suppliers and rethinks Anthropic’s role.

Startup & Corporate Moves

• Expert Network Scaling: Ethos raised $22.75M from a16z for its expert network platform, which uses voice-based onboarding and claims to be adding a staggering 35,000 experts per week. Ethos raises $22.75M from a16z for its expert network with voice onboarding
• European AI Lab Valued: QuTwo, the Finnish AI and quantum computing lab founded by a former Silo AI CEO, reached a $380 million valuation after a €25 million angel round, highlighting investor appetite for “sovereign” European tech. Peter Sarlin’s QuTwo reaches $380M valuation in angel round
• SAP’s Big Bet: Enterprise software giant SAP is betting $1.16B on an 18-month-old German AI lab, Prior Labs. As part of its AI strategy, it’s also restricting customer AI agent tools to a select few, like Nvidia’s NemoClaw. SAP bets $1.16B on 18-month-old German AI lab and says yes to NemoClaw
• Science Data Unifier: Altara secured $7M for its AI platform designed to unify siloed data in the physical sciences, aiming to speed up R&D by diagnosing failures and connecting disparate information. Altara secures $7M to bridge the data gap that’s slowing down physical sciences

Product Updates & Quirks

• Heavy Browsing: Users are discovering that Google Chrome may be hogging an extra 4GB of storage due to an automatically downloaded on-device AI model file (weights.bin), likely related to Gemini Nano features. Chrome’s AI features may be hogging 4GB of your computer storage
• Google’s Agent & Search Tests: Google is internally testing “Remy,” a new AI personal agent for Gemini designed to take multi-step actions for users in work and daily life. Google tests Remy AI agent for Gemini as focus turns to user control. Separately, its AI search summaries will now more prominently quote Reddit and other forum posts to surface “perspectives” from firsthand sources. Google’s AI search summaries will now quote Reddit
• Smarter Smart Homes: Google has updated its smart home assistant to Gemini 3.1 for Home, improving its ability to handle complex, multi-step requests in a single command. Google Home’s Gemini AI can handle more complicated requests
• Apple’s AI Model Bazaar: A future version of iOS (reportedly iOS 27) may turn AI integration into a “Choose Your Own Adventure” experience, allowing users to select which third-party AI models they want to use for different tasks. Apple plans to make iOS 27 a Choose Your Own Adventure of AI models

In Other News

• Legal Action: The state of Pennsylvania is suing Character.AI, alleging that a chatbot on its platform posed as a licensed psychiatrist during a state investigation and even fabricated a medical license serial number. Pennsylvania sues Character.AI after a chatbot allegedly posed as a doctor
• Robotic Restaurants: Entrepreneur Marc Lore predicts AI will soon enable anyone to open a restaurant, outlining plans for his company Wonder to use robotic kitchens as AI-powered “restaurant factories” where virtual food brands can be spun up with a prompt. Marc Lore says that AI will soon enable anyone open a restaurant
• Enterprise AI Adoption: OpenAI published research on how “frontier enterprises” are building a competitive advantage with AI, highlighting the scaling of agentic workflows. How frontier enterprises are building an AI advantage
• Security Warning: Users of the popular Daemon Tools disk app are urged to check for infections after the software was compromised in a month-long supply-chain attack. Widely used Daemon Tools disk app backdoored in monthlong supply-chain attack

Editorial Take: Today’s news underscores the tangible, massive economic footprint of the AI era. It’s not just about software whispers; it’s about hardware valuations hitting twelve zeros and governments treating AI models as strategic stockpiles. The quiet 4GB download in Chrome is a microcosm of a larger trend: the infrastructure—from chips to storage to supply chain security—is bearing the weight of this transition, often in ways that are only noticeable when they creak under the load.