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Good morning. It’s Wednesday, June 3rd.

In Seattle? Once again, I’ll be at the Cursor AI Meetup on Thursday, drop me a line if you’re attending or want to meet up for coffee!

-Jeff
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OpenAI repurposes Codex to build live data corporate web apps

OpenAI is evolving into a full-scale corporate workforce layer, pushing Codex past 5 million weekly users by turning its programming engine into a general-purpose enterprise app. The platform now hosts 62 role-specific plug-ins across six business domains, including equity investing, sales, and product design.

Non-developer adoption is outstepping programmer growth threefold, supercharged by a new Sites feature that publishes live-data web apps through partners like Figma, Wix, and Replit, alongside an Annotations tool for precise, region-level document editing.

Simultaneously, ChatGPT is stepping directly onto LinkedIn's turf, combining live job listings from Upwork and Indeed with an automated resume generator.

To supply the compute for this white-collar pipeline and its $4 billion enterprise venture, OpenAI broke ground on The Barn, a massive 1-gigawatt Stargate data center campus in Saline, Michigan. Built with Oracle and Blackstone, the low-water, closed-loop facility avoids local utility strains while providing $45 million in Codex credits to Michigan students.

For high-security deployment, OpenAI launched its frontier models natively on AWS Bedrock and GovCloud, clearing a path for Daybreak, an upcoming secure code review and threat detection suite for enterprise clients like Amgen and Autodesk.

The software push is tracking parallel moves in physical space, where OpenAI is reviving its robotics division under Aditya Ramesh. By absorbing the former Sora world-simulation team, the unit is hiring to build co-designed hardware for infrastructure automation. On the regulatory front, OpenAI officially distanced itself from external pro-AI super PACs to block astroturfing advocacy.

The biggest announcements from Microsoft’s Build 2026

Microsoft turned Build 2026 into a massive blueprint for localized, agent-first computing. Here’s a look at what’s coming.

Surface RTX Spark Dev Box: A compact developer PC packing Nvidia's 3nm Arm chip and 128GB of unified memory to run massive 120-billion-parameter AI models entirely offline.

MAI-Thinking-1: Microsoft's first fully in-house advanced reasoning model, featuring a 35-billion-parameter mixture-of-experts design optimized to break its dependence on OpenAI.

Project Solara: An Android-based operating system designed for app-free, agent-first hardware like wearable context badges and smart desk displays.

Scout AI Assistant: An always-on Microsoft 365 personal assistant built on OpenClaw that runs continuously in the background to proactively manage emails, workflows, and expense reports.

Microsoft Execution Containers (MXC): A kernel-level Windows sandbox architecture that enforces security policies and runtime isolation to stop autonomous AI agents from going rogue.

Aion 1.0 Small Language Models: Localized on-device models embedded into Windows 11 and Edge 148 to provide unmetered, offline text processing and translation across 145 languages.

ASSERT Framework: An open-source testing tool that lets developers type plain-language behavioral rules and automatically turns them into structured safety tests for AI agents.

Majorana 2 Quantum Chip: A next-generation processor built with lead-based materials that delivers a 1,000-fold leap in qubit accuracy, targeting commercial readiness by 2029.

Developer-Optimized Windows Updates: Deep operating system upgrades that bring native Linux-style command-line tools, local container support via WSL, and an AI-powered Intelligent Terminal.

Nvidia launched a massive open source world model to power local robotic fleets

Nvidia dominated Computex with a sweeping physical AI rollout led by Cosmos 3, an open mixture of transformers foundation model unifying language, video, audio, and robotic actions. Powered by a Jetson AGX Thor processor, Cosmos 3 drives a 31-joint Unitree chassis via the Isaac GR00T framework.

Concurrently, Nvidia introduced Nemotron 3 Ultra, a 550 billion parameter open weight model operating at an active 10 percent sparsity. Serving enterprise workloads at over 300 tokens per second, Nemotron 3 Ultra scores 48 on Artificial Analysis intelligence metrics, making it the highest ranking model produced in the US.

To anchor these models locally, Nvidia launched the 3nm Arm-based RTX Spark superchip in partnership with Microsoft and MediaTek. Delivering 1 petaflop of local compute with 128GB of unified memory, the hardware powers autonomous agents offline within dedicated software sandboxes.

For enterprise deployments, the new desk-sized DGX Station brings 20 petaflops of local FP4 performance to manage 1 trillion parameter workflows. Both configurations utilize the always-on OpenShell runtime to secure agent operations, a setup Nous Research immediately adopted to optimize its Hermes AI agent for local enterprise execution.

Nvidia also introduced the 32 billion parameter Alpamayo 2 Super model for autonomous vehicles while expanding industrial chip manufacturing via CUDA-X tools.

Gaming hardware receives a matching boost with DLSS 4.5 Ray Reconstruction, using a second generation transformer model to fix noisy pixels across all RTX 20 series or newer cards.

Addressing workforce impact, Jensen Huang dismissed tech layoff fears as complete nonsense, pointing out that GitHub code commits have nearly tripled in early 2026.

The official Cosmos 3 project website went live with expanded cross-modal video examples demonstrating the platform architecture.

Frontier models and product moves

Agents and the agentic stack

Business, labor, and institutions

Security

Hardware and infrastructure

Media and creative AI

Robotics

Science and research

Videos

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Brief connects AI agents to your product decisions, providing the necessary context to prevent wrong or blind code generation.

R0Y OMNI 1.0 builds accurate, live investment dashboards instantly from natural language prompts without code.

Ornold gives AI agents direct control over antidetect browsers using vision instead of breaking CSS selectors.

Vokal provides a shared workspace where human teammates and AI agents collaborate without messy copy-paste handoffs.

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