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Last week Viktor wrote a brief, built a landing page, and opened a pull request.
Last week, Viktor wrote a campaign brief, built a landing page, opened a pull request, generated a board-ready PDF from live Stripe data, and sent a follow-up email to a churned customer. All from Slack. Same colleague that also pulls your reports and monitors your dashboards. 5,700+ teams. 3,000+ integrations.
Today:
Microsoft's AI Super App
SoftBank's French AI Mega-Centers
Apple's Pivot to Local AI
Codex Takes Control of Windows
OpenAI's Biodefense Partnership
Microsoft is looking to solve a growing user complaint: its AI assistants are too fragmented across its software portfolio. To fix this, the company is reportedly developing a unified "super app" that serves as a single destination for its most popular AI tools.
The Important Details:
The All-In-One Hub: The new application will combine GitHub Copilot, the standard Copilot chat function, Copilot Cowork, and a brand-new agentic workflow capability internally dubbed "Autopilot."
Bridging the Gap: The project is being spearheaded by Jacob Andreou, Microsoft's recently appointed head of Copilot. His main objective is to weave the consumer and enterprise sides of Microsoft's AI into one cohesive, frictionless product.
The Strategy: Instead of forcing users to jump between different Microsoft 365 apps to access AI features, this super app will act as a centralized, standalone command center for both casual users and developers.
In a massive push to establish Europe's computing dominance, Japan's SoftBank Group has announced a €75 billion ($87 billion) program to build out artificial intelligence infrastructure across France, aiming for a total of 5 gigawatts (GW) of AI data center capacity.
The Important Details:
Phase One Rollout: SoftBank will invest €45 billion over the next five years to build 3.1 GW of capacity in the northern Hauts-de-France region (specifically Dunkirk, Bosquel, and Bouchain) by 2031.
Key Partnerships: The tech giant is partnering with French engineering firm Schneider Electric to develop a large-scale industrial production cluster in Dunkirk to support the buildout.
Overcoming Roadblocks: SoftBank CEO Masayoshi Son stated that France is uniquely positioned to become Europe's leading AI hub due to its talent and industrial capabilities. The move is a bold one, as Europe has recently struggled to match US and Chinese AI growth due to surging energy prices.
SoftBank's AI Portfolio: This physical infrastructure investment complements SoftBank’s heavy software and chip stakes, including its ownership of Arm Holdings and over $30 billion previously poured into OpenAI.
Ahead of next week's Worldwide Developers Conference (WWDC 2026), leaks indicate Apple is heavily leaning into its 15-year custom silicon advantage to run AI locally on iPhones, Macs, and Apple Watches, rather than relying strictly on the cloud.
The Important Details:
Distilled AI: Through an existing partnership with Google, Apple is using a large Gemini model to train a "distilled," lightweight version of the AI that is small enough to run natively on Apple hardware.
Privacy-First Cloud Fallback: While many tasks will be processed on-device, complex queries will still be routed to the cloud. To maintain its strict privacy standards, Apple has approved the use of Nvidia’s "confidential compute" technology within Google Cloud, which encrypts data and models during processing.
Scouting Acquisitions: To accelerate its model-shrinking capabilities, Apple is reportedly looking to acquire smaller startups, with Cambridge-based Liquid AI currently on its shortlist.
The Business Angle: By offloading processing to the billions of Apple devices already in users' hands, Apple entirely avoids the massive data center capital expenditures (capex) currently straining the balance sheets of rivals like Meta and Microsoft.
🧠RESEARCH
This paper introduces a highly efficient safety guardrail for AI agents. By training smaller models with just 1,000 examples, it catches bad behavior in real-time. It matches the security of massive, expensive models but is far cheaper and easier to run in everyday applications.
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments
This research combines how robots see, think, and act into a single system. Instead of using separate programs for different chores, this unified model lets various robots navigate and manipulate objects smoothly, easily adapting to new tasks and unfamiliar environments without extra training.
This method changes image generation by making AI work like a human artist. Instead of blindly guessing from a prompt, the AI writes code to draw a precise outline first, then fills in realistic colors and textures. This gives users much better control over the final image.
📲SOCIAL MEDIA
🗞️MORE NEWS
OpenAI's Codex Can Now Control Windows OpenAI has updated its programming software so it can now directly operate a Windows computer for you. Instead of clicking and typing manually, you can simply speak your commands, and the artificial intelligence will navigate the screen to finish the chore.
OpenAI Teams Up With Rosalind Biodefense OpenAI is partnering with a health security company to build an early warning system for biological threats. The artificial intelligence will scan massive amounts of health data to quickly spot new diseases, helping leaders protect the public before an outbreak spreads.
Nvidia Teases New N1X Laptop Chip Nvidia and Microsoft have teased a powerful new computer brain, called the N1X, designed specifically for everyday laptops. This new chip uses a special energy-saving design, meaning future laptops could run complex tasks much faster while holding a battery charge for days.
Meta's Wearable AI Necklace The company behind Facebook is reportedly building a smart piece of jewelry that acts as a personal, wearable assistant. This necklace will use a built-in microphone to listen to your commands and talk back, letting you interact with artificial intelligence without ever looking at a phone screen.
Wix Replaces 1,000 Workers with AI The website-building platform Wix just laid off 1,000 employees because smart software can now do their jobs. This massive job cut highlights a growing trend where companies are choosing automated computer programs over human workers to handle basic tasks and customer support.
