you can skip the DL chapter about boltzmann machines. replace it with material on Transformers
LLMS
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GPT-4o Demonstrates Advanced Image Understanding Capabilities
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4o can do this: > a photo of a man wearing two collared t-shirts
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Grok 3 demonstrates advanced PDF document generation capabilities
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Grok 3's PDF rendering is insane. From a simple prompt, you can create PDF docs like research papers, resumes, invoices, business proposals, and even e-books. Here are 10 wild examples: (Prompts + demos included ↓)
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Improving AI Interaction Through Advanced Prompt Engineering
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I’ve been using ChatGPT for simple stuff, but clearly I’ve been underusing it. These prompts are next level.
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LLM Researchers Should Combine Pretraining and Post-Training Research
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This is so true. LLM researchers seem to like to "specialize" in either pretraining or post training. Doing intense research on both sides does unlock something.
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AI Tools Reach Pro Level: Suno, Veo2, GPT-4o Highlights
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Les outils d’IA ont atteint un niveau impressionnant : Suno 4.5 produit de la musique de qualité pro, les modèles de raisonnement assistent efficacement au travail, Veo2 génère des clips époustouflants, et GPT-4o crée des images natives d’un réalisme bluffant. La technologie
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Detecting AI Hallucinations: Why Training Data Matters
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Can we automatically spot when an AI is hallucinating? Turns out, it’s theoretically impossible—unless we train with both true and false examples. Just feeding it correct answers isn’t enough. This backs why human feedback (like RLHF) is vital to making LLMs
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LLM Security Hackathon: Advance AI Vulnerability Research
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Why you should jump in: -LLM vulnerability is a very important concern — and you'll be helping to advance this field. -Don't code? No problem—half of last year’s winners came from psych & bio. You just have to "hack" through prompts! – You’ll learn from the folks who wrote
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Largest LLM Vulnerability Study Reveals Adversarial Attack Taxonomy
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… leading to the largest vulnerability study of LLMs back then, while also confirming their susceptibility to such attacks and categorizing these adversarial prompts into a comprehensive taxonomical ontology.
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Meta Trains Sonar AI Model for Advanced Applications
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apparently they do train a model called Sonar?