Can we finally run massive video generation models on standard hardware without sacrificing quality? HKUST, Beihang, SenseTime Researchand others present QVGen. They created a training method that uses temporary helper modules to stabilize the model as it is compressed down to
GENERATIVE AI
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Large Concept Models: AI Beyond Token-Level Language Models
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Large Concept Models (LCM): A New Frontier in AI Beyond Token-Level Language Models https://
linkedin.com/pulse/large-co
ncept-models-lcm-new-frontier-ai-beyond-giuliano-liguori–dnj3f
… via @ingliguori -
AI Detection Tools: Do They Really Identify Deepfakes Effectively?
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These Tools Say They Can Spot A.I. Fakes. Do They Really Work? https://
buff.ly/STIR3Wy
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Retrieval, Not Writing, Boosts AI Memory Accuracy
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most people building AI agents obsess over how they WRITE memories.
turns out that's basically irrelevant. new research analyzed 9 different memory systems across 1,540 questions.
the finding? – retrieval method drives 20-point accuracy swings.
– write strategy? 3–8 points max. -
GPT-5.4 excels at work and conversation with improved personality
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GPT-5.4 is great at coding, knowledge work, computer use, etc, and it's nice to see how much people are enjoying it. But it's also my favorite model to talk to! We have missed the mark on model personality for awhile, so it feels extra good to be moving in the right direction.
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Gratitude to Jensen for Expanding Nvidia Capacity at AWS
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Very grateful to Jensen for working to expand Nvidia capacity at AWS so much for us! tae kim (@firstadopter) Jensen said TWO days ago Nvidia is expanding OpenAI capacity at AWS "like mad" We also know OpenAI Codex token use is exploding. Any narrative that says aggregate OpenAI compute needs are weakening seems suspect. — https://nitter.net/firstadopter/status/2030030642109444100#m
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Viewing every interaction as a prompt for AI
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That each post is a prompt. When you figure that out a whole world awaits.
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Claude Skills Simply Means Writing Clear Instructions in Text
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“Learn Claude skills” My brother in Christ, it’s just a text file where you have to explain what you want done
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World Model technology to enhance mobile educational capabilities
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Elon told me cognitive enhancements coming in three years. From @neuralink
. Your phone will soon better educate you than it does today due to new World Model technology. Isn’t that a cognitive enhancement? Yes. https://
x.com/El_Capitano_O/
/El_Capitano_O/status/2030212767060226154
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Survey Reveals Systemic Reasoning Failures in LLMs
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Why do even the most advanced AI models still fail at simple logical tasks? Researchers from Caltech, Stanford, and Carleton College have released the first comprehensive survey investigating the systemic reasoning failures of LLMs. The team introduces a new framework that