huggingface transformers remains extremely useful for getting started but has bloated beyond recognition and is no longer helpful for learning someone should make nano-transformers. implement all the models from scratch without all the dependencies. would be amazing
EDUCATION
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Organizations struggle to prioritize education over job programs
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There’s a freebie saying “we prioritize the education over the jobs program” as demonstrated by how many orgs are absolutely incapable of envisioning a world where they could say that.
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Caltech’s Pivotal Role in AI History and NeurIPS Origins
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Thank you @Caltech for including me in the history of AI. It starts with Carver Mead, John Hopfield and Richard Feynman coming together to teach a course on physics of computation. Not many are aware that the main AI conference, NeurIPS, started at @Caltech
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Computer Engineering Unemployment Rates Misinterpreted Analysis
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https://
linkedin.com/posts/fabiomoi
oli_futureofwork-ai-stem-activity-7338199790507163648-4Fyk?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAJwE8BYoNPkNbEbvvdmhRtE1LGYTHxUrc
… "𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐆𝐫𝐚𝐝𝐬 𝐅𝐚𝐜𝐞 𝐃𝐨𝐮𝐛𝐥𝐞 𝐭𝐡𝐞 𝐔𝐧𝐞𝐦𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭 𝐨𝐟 𝐀𝐫𝐭 𝐇𝐢𝐬𝐭𝐨𝐫𝐲 𝐌𝐚𝐣𝐨𝐫𝐬" ??? Let's be real: it's likely a misinterpretation (to be kind) or a snapshot that misses the bigger picture -
AI Transforming 70% of Jobs: Skills Needed by 2030
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The Great Skill Shift: How AI Is Transforming 70% Of Jobs By 2030 Your job — or your industry — will change. AI is redefining skillsets across sectors. Here’s how to stay competitive in a reshaped economy. Read more https://
bernardmarr.com/the-great-skil
l-shift-how-ai-is-transforming-70-of-jobs-by-2030/
… #AI #SkillsFuture #CareerPlanning -
Essential LLM Terms You Should Know to Speak GenAI Fluently
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Essential LLM Terms You Should Know Want to speak GenAI fluently? Start with these:
• Transformer Architecture
• Attention / Self-Attention
• Pre-training vs Fine-tuning
• Embeddings & Context Window
• Zero-shot / Few-shot / Transfer Learning
• Tokenization, Inference, -
From PhD Research to Applied AI Education: New Video Course
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1.5 years ago, I left my PhD in AI to devote myself to "applied education": switching from the research state into concrete tools that teams can actually use and deploy. Today, I’m thrilled to announce that our first-ever fully video-based course, “10-Hour Primer: Building and
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Pedagogy in the Face of AI: The Black Box
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Study link: https://researchgate.net/publication/385922814_Learning_to_work_with_the_black_box_Pedagogy_for_a_world_with_artificial_intelligence
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Ilya Sutskever’s Keynote Address at University of Toronto
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Ilya Sutskever, U of T honorary degree recipient, June 6, 2025 https://
youtu.be/zuZ2zaotrJs?si
=qRE4_G3EDbjo0402
… via @YouTube This is a must watch speech, the wisest words you could hear. Congratulations @ilyasut @UofT was very fortunate to have you and so many other amazing students and -
Designing Chrome Notebooks for Playful Accessible Learning
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I don’t remember the exact details (so clearly it was forgettable) but I think I said two things – since Chrome notebooks were meant for schoolchildren – make the design more fun/playful and provide accessible language translation links for schoolchildren studying in native