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Physical AI brings business intelligence to physical processes, turning knowledge into decisions and decisions into action. Every manufacturer has its own industrial intelligence. Some is documented, and some resides in the knowledge of experienced workers. Consider an experienced operator preparing to restart a line after a changeover. The machine settings matter, but so does knowing how a particular material behaves, what happened during the previous shift, and when an apparently minor variation deserves a closer look. A procedure can describe the sequence, but successful execution depends on the judgment that comes from experience and the organization's accumulated know-how.

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AI Agents Are Media's New Favorite Audience As agents go mainstream, some publishers are hoping that people will pay for content tailor-made for AI--not humans. Every morning, Michelle Seo receives a morning briefing from Chattiana, her Muse artificial intelligence agent. Chattiana's briefing lists Seo's agenda and to-do list, and plucks water-cooler topics from the headlines in her various newsletters along with links to the sources. "I'm kind of challenging myself as an introvert to start more conversations," Seo, a San Diego-based public relations consultant, tells WIRED. The newsletter, she says, gives her a sense of the daily news and options for filling an awkward silence on a Zoom call.

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