
See how Univé built an AI-ready workforce with ChatGPT Enterprise by combining leadership, responsible governance, and employee-led innovation to transform work at scale.
A large Dutch insurance cooperative adopted ChatGPT Enterprise across its workforce as part of a major organizational transformation to build AI capability among employees rather than simply deploying new technology. The company structured adoption around three principles: leadership that redirected managers toward enabling innovation, governance frameworks built in from day one to create trust and accountability, and employee empowerment to experiment with AI tools and create custom solutions for their own work. The approach achieved high adoption rates and produced measurable efficiency gains, such as reducing pet insurance claims preparation from hours to minutes while keeping trained professionals accountable for final decisions.

Long-running agents accumulate state that no transcript captures. A coding agent at step 10 holds edited files, a running dev server, installed packages, and a warm prompt cache. When it misreads a traceback and rewrites a file that was already correct, neither available recovery path is cheap: patching forward grows the context and the token bill, and restarting from step one re-pays every model and tool call while reproducing nothing exactly, because runs are non-deterministic. Jumping back t

New AI toolbars and prompts are showing up in Google Docs and Gmail. If you don’t want Gemini’s help in writing documents and emails, here’s how to turn that stuff off.

In October 2025, a storm brewed over the Caribbean Sea. Weather models differed on its trajectory. Would it remain weak and end up in Haiti, or would it intensify and head to Jamaica? Artificial intelligence model WeatherNext, developed by Google’s DeepMind and Google Research, went with the latter. Five days before landfall, it predicted with 80 percent confidence that the storm system would hit Jamaica as a Category 5 hurricane. Hurricane Melissa was catastrophic, causing flooding and landslid
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