Good morning, ChatGPT ads are suddenly on the table, while governments are getting a closer look at frontier models before release. On top of that, home-based mini data centers and new multimodal developer tools show how fast the infrastructure story is moving. Let's dive in.
OpenAI is introducing ads inside ChatGPT, with campaign creation, management, and measurement built around the product. If it rolls out publicly as described, it would add a major new monetization surface to the ChatGPT experience.
Google DeepMind, Microsoft, and xAI have agreed to give the U.S. government early access to unreleased AI models for national-security testing. The work will run through the Commerce Department’s Center for AI Standards and Innovation, signaling a shift toward pre-release government evaluation of frontier systems.
Span is teaming up with Nvidia to install mini AI data centers on residential homes and small businesses, using unused electrical capacity on local grids. The company says the approach can be faster and cheaper than building centralized data centers, and it is already testing the idea with PulteGroup in new communities.
Google published a paper arguing that hallucinations are better understood as failures to express uncertainty than as simple knowledge gaps. The work proposes faithful uncertainty as a way to align model confidence with actual reliability.
MolmoAct 2 is an upgraded action reasoning model aimed at better real-world robot task performance. AI2 paired it with a large open bimanual manipulation dataset.
A new end-to-end pipeline jointly optimizes image tokenization and generation, letting generation quality feed back into the training process. The work is presented as a technical result on autoregressive image modeling.
Gemini API File Search Adds multimodal support, metadata filtering, and page-level citations for RAG.
Subquadratic Launches a 12-million-token context model and says a 50-million-token version is coming.
Unity AI Beta Brings project-aware agentic grounding to Unity workflows.
Anthropic's Google Cloud spend jumps to $200 billion over five years, with Google also planning to invest up to $40 billion in Anthropic.
Enterprise AI ventures are landing from both Anthropic and OpenAI, backed by major financial firms.
Panthalassa raises $140M to build ocean-powered floating compute structures, with commercial rollout planned for 2027.
Anthropic's Orbit looks like a proactive briefing system inside Claude and Claude Code.
OpenAI's enterprise iOS app targets school and work organizations with a separate ChatGPT experience.
Gemini Flash upgrades may be on the way, with signs pointing to a new Flash release and migration notices.
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