Modern AI was forged from 3 converging elements of computing – GPU chips, Neural Network algorithms, and Big Data. I’m honored to share this recognition with my colleagues and friends @geoffreyhinton @ylecun @Yoshua_Bengio and Jensen Huang @nvidia . #ImageNet would not have been
RESEARCH
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Comparing o1 model capabilities versus REPL
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It isn’t important; this task isn’t practical at all; it’s just a compact illustration of the broadened class of tasks o1 can do vs earlier models, e.g. tasks that seem to require a guess-and-check loop with dozens of iterations REPL is still best for many real-world tasks
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David Sinclair Anti-Aging Business Faces WSJ Credibility Scrutiny
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The David Sinclair anti-aging companies story, front page WSJ https://
wsj.com/health/wellnes
s/david-sinclair-reverse-aging-failed-business-8bc4a43d?mod=Searchresults_pos1&page=1
…
"Follow scientists who say Sinclair tends to exaggerate
the findings and implications of age-related research,
tarnishing a nascent field vying for credibility" -
Simpson’s Paradox and Sampling Bias in Data Analysis
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That's sampling bias right there.
Classic Simpson's paradox at play -

Understanding Embedding Models: Text to Numerical Representation
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The embedding model Embedding is a meaningful representation of text in form of numbers. The embedding model is responsible for creating embeddings for the document chunks & user queries.
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Amazon’s AI Dominance: Rainier, Nova, and 3D Innovation
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𝕀𝔸 : 𝕝'𝕖𝕞𝕡𝕚𝕣𝕖 𝔸𝕞𝕒𝕫𝕠𝕟 𝕔𝕠𝕟𝕥𝕣𝕖-𝕒𝕥𝕥𝕒𝕢𝕦𝕖 Amazon dévoile Rainier son supercalculateur Nova, les 6 cavaliers du numérique pour contrer OpenAI L’arrivée de la 3D dans l’IA avec World Labs et Google Un clone pour Noël ? Et bien plus encore
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Major VLM Revolution: Open-Source Models from Google, OpenGVLabs, Qwen, Microsoft
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VLMs are going through quite an open revolution AND on-device friendly sizes: > Google DeepMind w/ PaliGemma2 – 3B, 10B & 28B > OpenGVLabs w/ InternVL 2.5 – 1B, 2B, 4B, 8B, 26B, 38B & 78B > Qwen w/ Qwen 2 VL – 2B, 7B & 72B > Microsoft w/ FlorenceVL – 3B & 8B (Links below)
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The Book The War of Intelligences Now Available in Arabic
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My book "The War of Intelligences" has been released in Arabic
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India AI Mission Expands Mentorship Partnership for Young Talent
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This partnership will not only contribute to the growth of AI talent in India but will also allow industry partners to engage with promising young minds and stay at the forefront of AI innovation.
Tap: https://
indiaai.gov.in/article/expres
sion-of-interest-for-mentorship-under-indiaai-mission-with-expanded-scope
… @GoI_MeitY @abhish18 @_DigitalIndia -
India’s Airawat Supercomputer Advances AI Innovation Capabilities
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@GoI_MeitY @abhish18 @_DigitalIndia @cdacindia #IndiaAI #Airawat #Supercomputing #FloatingPoint #PrecisionComputing #AIInnovation #TechForIndia