Desk
AI adoption inside large organizations.
NVIDIA folds vision, documents, video and tool use into one open 120B mixture-of-experts model, betting enterprises would rather post-train a single agent brain than stitch several together.
NVIDIA’s cuDF Spark skills turn UDF rewrites into an agent loop—and one production example cut operator time from 274.55 hours to 12.78 on a 600-billion-row job.
Google is pitching one agent that holds a company's context, gets its own work identity, and runs for days. The governance design is serious; the proof is still mostly anecdote.
Google is giving Gemini a job title, an email address and subagents of its own. That is a real step toward useful work agents, and a real new identity to secure.
Google's universal Gemini agent wants to be a coworker with its own email address, which could genuinely lighten office work and also blurs who is accountable when an agent acts.
Atlassian is wiring OpenAI's newest models into Jira and Confluence context, and the payoff and the risk both live in how much organizational knowledge an agent can now act on.
A new survey says most enterprise AI agents never leave the pilot stage, and the bottleneck isn't the model. It's that agents don't understand what a company's own data means.
A sponsored MIT Technology Review piece says enterprise AI has moved from forecasting to acting on its own forecasts — the claim is plausible, but the hard part is the drift it barely names.
The Verge’s hands-on: OpenAI’s Dot is Codex-for-everyone — strong on your site and desktop, clumsy on CAPTCHAs and checkouts, and gated behind Pro-tier money.
An MIT Technology Review Insights brief argues the agentic shift fails on siloed data and fixed stacks — not missing models — and puts sovereignty next to composability.
Albertsons expands OpenAI work — ChatGPT Enterprise inside, Safeway shopping inside ChatGPT for millions of weekly grocery trips.
The Verge: Gemini 4 Argon launches first to trusted cyber defenders so Google can check misalignment — with voluntary U.S. pre-release engagement in the background.