
Discover how HSP GRUPPE uses ChatGPT Enterprise to boost productivity, improve work quality, and create more capacity for tax advisory and client service.
A mid-market professional services firm network implemented ChatGPT Enterprise across tax advisory, legal research, and financial analysis work, treating it as an organizational transformation rather than a simple software tool. The rollout emphasized adoption, governance, and continuous learning through monthly forums, while maintaining human professional responsibility for all client-facing work. Results included high employee productivity gains, with 98.6% of employees reporting higher productivity and an estimated 40,000 additional annual hours of capacity across the firm network. The organization is now piloting ChatGPT Work to explore how AI can automate complex workflows and potentially redesign entire processes rather than just accelerate existing tasks.

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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