
As Meta pours billions into AI infrastructure and agents, Zuckerberg is working to convince investors that the payoff will be worth the price.
Mark Zuckerberg predicts that billions of people will own personal AI agents within five years, with these agents working continuously to help users achieve goals in areas like finances, health, relationships, and household management. Meta is positioning messaging platforms as central to how people will interact with multiple AI agents, and the company has already deployed business agents on its messaging services that have been adopted by more than one million businesses. Other tech companies like Google and Anthropic are also developing AI agents, reflecting broad industry expectations that such systems will become significant products. However, Meta faces investor skepticism about its massive spending on AI infrastructure, with the company's free cash flow dropping significantly year over year due to these investments.

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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