
At TechCrunch Disrupt 2026, the AI Stage is back to dig into the single hottest topic in the community for the past few years, presented by Google for Startups.
TechCrunch Disrupt 2026 is hosting an AI Stage conference session to address how artificial intelligence is reshaping startup business models, security practices, and job creation. The event will feature industry leaders discussing topics including how to price AI products as models become commoditized, the security gaps in AI agents that require new infrastructure approaches, and go-to-market strategies designed for an AI-native world. AI has fundamentally changed how startups sell products, secure data and customers, and scale operations faster than before, making these practical business questions urgent for founders currently building AI companies. The conference will include specific sessions on enterprise AI security frameworks, visual AI technology advances, and a new job category called GTM engineering that emerged from AI adoption.

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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