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Allen Institute releases TutorMoments framework evaluating LLM ability to balance pedagogical scaffolding and cognitive rigor in math tutoring Research publication
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TLDRocket
24 September 2026
AI’s big throughline today is how models are moving from chat to presence and action. Google rolled out Gemini 3.8 Live with Live Avatar for Gemini Enterprise, aiming for near real-time visual presence and supporting smooth transitions across 97 languages; enterprises can pick preset avatars or allowlist custom ones. In parallel, Google is testing “Call for Me,” where Gemini can place calls to businesses using the user’s own phone number—starting with Pixel 11 customers in the U.S. who pay for a Gemini subscription—complete with live transcripts and a handoff the moment you want to take over.
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