
LinkedIn is introducing new ways to reduce low-quality AI-generated posts, including a “seems like AI slop” reporting option. It's also replacing its own AI writing feature with a proofreading tool.
LinkedIn is adding a button that lets users report posts they believe were written by AI, labeling them as "AI slop" or low-quality artificially generated content. The feature is part of a broader effort across online platforms to combat the growing problem of inauthentic, computer-written posts filling feeds and frustrating users. LinkedIn is also deploying other measures including automated defenses that block hundreds of thousands of automated comments daily, new classifiers to identify low-quality content, and private notifications to alert users when their posts appear inauthentic due to heavy AI use. The company is pulling its own AI writing enhancement feature and replacing it with a proofreading tool instead.

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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