Maybe one day supervised pretraining and SFT will be gone but it’s not clear how. RL has its issues too, and maybe one day we’ll have something smarter.
MACHINE LEARNING
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Reinforcement Learning Enables Causal Knowledge Beyond Supervised Fine-Tuning
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Thanks for these thoughts. Very helpful. RL does indeed enable us to generalise better. I fully agree. In principle, RL results in causal knowledge whereas SFT only on association. But I feel the question is still relevant because we still rely heavily on (self-)supervised
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Syllabus to Learn Python Programming for ML and AI
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Syllabus to learn python programming http://
amzn.to/44Ke9ZK #Syllabus #python #programming #MachineLearning #AI #IoT -
AI Success Requires Streamlined Processes: Three Unlocking Strategies
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Why AI fails without streamlined processes – and 3 ways to unlock real value
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @Scobleizer @AndrewYNg @drfeifei @KirkDBorne @fchollet @rowancheung @antgrasso -
StepWiser: Stepwise Generative Judges for Wiser Reasoning
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What if we apply RL+Reasoning into PRMs? StepWiser: Stepwise Generative Judges for Wiser Reasoning STEPWISER trains a CoT-based judge that checks whether each “chunk-of-thought” helps solve the problem, producing better step labels and stronger search than discriminative PRMs
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QANDA Learning Assistant: Intelligent Multi-Agent Education Platform
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QANDA Learning Assistant QANDA's educational platform transforms problem-solving with intelligent solutions, quizzes, and dynamic graphs. Built on LangGraph, its multi-agent system specializes in different educational domains for personalized learning. Learn more:
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AI Technique: realistic fake video from last frame of real video
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It's AI, just in case. It's a fairly simple technique that consists of taking a real video, taking just the last frame and generating a wtf video afterwards. It gives a true illusion of reality, but it never happened.
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Core Building Blocks of Large Language Models Explained
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Core Building Blocks of LLMs Prompt Engineering → Zero/Few-shot, Role-based, System Messages, RAG Integration, Chain of Thought Model Architecture → Layers, Residual Connections, Positional Encoding, Attention Training Data → Web Text, Code Repos, Academic
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Databricks Virtual Learning Festival: Master Data and AI Skills
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Join the Databricks Virtual Learning Festival — your chance to build skills in data engineering, data analysis, ML, and GenAI. Whether you’re just starting out or sharpening your expertise, invest in yourself alongside thousands of other data professionals. Complete at least
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AI and Analytics Optimize Manufacturing Operations at Scale
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From data visibility to decision-making, see how top manufacturers use AI and analytics at scale to optimize operations. Full story here: https://
buff.ly/U4Pcbcx #sponsored #archsystems_iiot #Industry40 #ManufacturingAI #DigitalTransformation @DrHassanRashidi via @fogoros