At the minimum, transparency in what queries lead to which outputs (interpretability), how this connects to educational principles/pedagogy, more evidence of how this may impact cognition, especially of developing brains, in the short, medium and long term.
EDUCATION
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Using AI for Learning Instead of Cheating
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Whew. I'm all here for engagement farming and entertainment. 🙂
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Learning with AI Agents from X’s Smartest People
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And it isn't really fair criticism. I've been on many spaces defending you all against criticism.
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Learning Through Writing vs. AI: The Future of Human Interest
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I'm watching, can't wait to get mine! Gotta keep it real, no?
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Stanford’s Half Billion Dollar Machine: Creating Things Through Education
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I was the first to show you Levangie about a year ago. And is how I build: https://t.co/kiuZ7QXLzb which watches the whole AI community here. Congrats @blevlabs for stepping up your business. The Residency rocks. https://t.co/PGCfr6JTeo
— Robert Scoble (@Scobleizer) 4 mai 2026I was the first to show you Levangie about a year ago. And is how I build: https://
alignednews.com/ai which watches the whole AI community here. Congrats @blevlabs for stepping up your business. The Residency rocks. -
Stanford VR Class Highlights Future of Education
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It's how I built: https://
alignednews.com/ai Awesome to see it featured. -

Stanford’s Emma Lundberg on AI Transforming Biology and Open Science
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"AI is changing the way we do biology," said @StanfordHAI Faculty Affiliate Emma Lundberg in @Stanford
's #ResearchMatter series. She's chosen to be in academia to advance open science – making data accessible to accelerate discovery for all. Read more: https://
news.stanford.edu/stories/2026/0
5/research-matters-emma-lundberg
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Concerns Over Unregulated AI Technology Deployed to Children
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How have we got to the point where we are rolling out untested/unregulated AI technology to kids while they are literally in the process of learning?!
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Stanford Lecture Offers Deep Dive into LLM Architecture
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Cette conférence de 2 heures à Stanford t’apprendra davantage sur la manière dont les LLM comme ChatGPT et Claude sont construits que ce que la plupart des personnes travaillant dans les meilleures entreprises d’IA apprennent durant toute leur carrière.
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 4 mai 2026
Ajoute-la à tes Signet🔖… pic.twitter.com/JOVAKrBsNSCette conférence de 2 heures à Stanford t’apprendra davantage sur la manière dont les LLM comme ChatGPT et Claude sont construits que ce que la plupart des personnes travaillant dans les meilleures entreprises d’IA apprennent durant toute leur carrière. Ajoute-la à tes Signet
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Free Machine Learning & AI Resources for X Subscribers
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The top 10 programming languages on GitHub over the past 2+ years. Notably, TypeScript has leaped to the top spot. v/
@github