A week of hardware and big bets: Nvidia pushed its flagship rack to 2028, DeepSeek went to work on its own chips, and SpaceX put the first commercial nuclear-powered satellite into orbit. Meta crashed the AI image race, and Anthropic took a look inside the model's "thinking".
🤖 AI
Meta crashed the AI image race
Meta released Muse Image — the model draws for free in the Meta AI app, WhatsApp DMs, and Instagram Stories, with charges only for usage above the free tier. Meta will also use the same model to power its Advantage+ ad tools.
Anthropic looked inside the model's "thinking"
Researchers described "J-space" — the region of internal representations where Claude does deliberate step-by-step reasoning, as opposed to automatic reactions. They found it using a new interpretability method called Jacobian Lens, which also helps track the model's "thoughts" and catch failures.
Tencent released open-source Hy3
Tencent unveiled Hy3 — a MoE model with 295 billion parameters, 21 billion of them active. It outperformed peers and held its own against open models 2–5× its size; weights are already on Hugging Face, and until July 21 the model is free on OpenRouter.
💻 Software
Claude Cowork finally hit mobile
Anthropic opened up Cowork on web and mobile — previously it was desktop-only. Sessions run server-side, so long tasks keep going even with your laptop closed. Still in beta, rolling out gradually starting with the Max tier. We covered Cowork's Pro launch earlier.
Gemini API learned to run agents in the background
Google expanded Managed Agents in the Gemini API: background execution, easy connections to remote MCP servers, custom functions, and token refresh. Agents are now async workers that grind away inside real environments without blocking the app.
⚙️ Robots & Hardware
Nvidia pushed its flagship rack to 2028
The Kyber architecture got delayed by more than a year: the rack was supposed to pack 144 Rubin Ultra chips into one giant computer, but hit a wall manufacturing a critical board. It's the first time Nvidia's annual release cadence has run into fab limits.
SpaceX launched the first commercial nuclear-powered satellite
SpaceX put City Labs' BOHR cubesat into orbit. It runs on a tritium betavoltaic source that converts beta decay particles directly into electricity — no sunlight needed.
DeepSeek is building its own chips
Squeezed by US export controls, the Chinese lab decided to make its own silicon. It's been meeting with partners and hiring engineers for a year, targeting inference chips to cut its dependence on both Huawei and Nvidia.
💰 Business
Amazon is ready to flip on its Starlink rival
Amazon Leo already has over 390 satellites in orbit — enough to launch the service: commercial access is promised by end of year, starting in select regions.
$10 billion poured into "field" engineers
Over the past year, AI companies contracted nearly $9.75 billion worth of forward-deployed engineers — people embedded directly inside clients to implement AI. The role went from Palantir's signature move to an industry standard, and a convenient way to lock customers into your stack.