self-supervised learning
8 episodes mention this concept
hubermanlabMay 29, 2025The Philosophical and Practical Dimensions of AI: From Self-Supervised Learning to Human-Robot Relationships
TechnologyArtificial Intelligence (AI)Machine Learning (ML)Deep LearningNeural Networks
lexfridmanMar 7, 2024Yann LeCun on the Fundamental Limitations of Auto-Regressive LLMs and the Path to Advanced Machine Intelligence via Joint Embedding Predictive Architectures
TechnologyAuto-regressive LLMsSuperhuman intelligenceWorld modelIntuitive physics- lexfridmanJan 22, 2022
Yann LeCun on Self-Supervised Learning, World Models, and the Dark Matter of Intelligence
TechnologySelf-supervised learning (SSL)Supervised learningReinforcement learningWorld models - lexfridmanAug 20, 2021
Lex Fridman's Analysis of Tesla AI Day: Innovations in Autonomous Driving, AI Training, and the Tesla Bot
TechnologyAutonomous drivingReal-world robotics perception and planningNeural network architectureVector space prediction - hubermanlabJul 19, 2021
The Future of Human-Machine Interaction: AI, Learning, and the Dance with Robots with Dr. Lex Fridman
TechnologyArtificial Intelligence (AI)Machine Learning (ML)Deep LearningNeural Networks - lexfridmanJan 10, 2020
Deep Learning: State of the Art in 2020, Key Advancements, Limitations, and Future Research
TechnologyDeep LearningNeural NetworksPerceptron (single-layer, multi-layer)Backpropagation - lexfridmanOct 6, 2019
Yann LeCun on the Architecture and Obstacles to Human-Level AI: Self-Supervised Learning and Predictive World Models
TechnologyHuman-level intelligenceSelf-supervised learningModels of the worldObservation-based learning - lexfridmanAug 31, 2019
Yann LeCun on Deep Learning's Foundations, AI Reasoning, and Ethical Alignment
TechnologyDeep LearningConvolutional Neural Networks (ConvNets)Value MisalignmentObjective Functions
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