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Stanford PsychAdapter gives AI text a human-like voice
Jun 23, 20264 min read

Stanford PsychAdapter gives AI text a human-like voice

Stanford PsychAdapter is the rare research drop that points in two directions at once: more expressive AI, and tighter guardrails for where it matters most. On the Stanford HAI home page, the team describes a method that can dial personality traits, age, and mental health characteristics to make generated text sound like real individuals, aimed […]

Machine learning latest: optical metasurface vision leap
Jun 23, 20266 min read

Machine learning latest: optical metasurface vision leap

On June 17, 2026, Nature reported a prototype vision system that embeds core computer‑vision operations into an optical metasurface, delivering real‑time perception on the sensor itself. The News & Views piece describes a general‑purpose approach: light passing through a patterned material performs the first steps of seeing, before a chip lifts a finger. That places […]

Stanford HAI’s case for AI productivity without layoffs
Jun 22, 20264 min read

Stanford HAI’s case for AI productivity without layoffs

Stanford HAI’s homepage now foregrounds three signals at once: a new method for agent personality control called PsychAdapter, a policy brief on real‑time monitoring of radiology AI, and Erik Brynjolfsson’s New York Times argument that “A.I. Doesn’t Have To Mean Layoffs” (Stanford HAI; New York Times). Read together, they sketch a pragmatic thesis—raise output through […]

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