brittle ai systems
2 episodes mention this concept
lexfridmanSep 15, 2021Douglas Lenat on Cyc: The Decades-Long Quest for Common Sense Reasoning in AI
TechnologyCommon Sense KnowledgeArtificial General Intelligence (AGI)Knowledge RepresentationPredicate Logic- lexfridman
AlphaZero, Self-Play, and the Path to General AI
TechnologySelf-playReinforcement LearningAlphaGo ZeroAlphaZero
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Related concepts
Concepts that appear alongside brittle ai systems across episodes.
- resolution theorem proving
- alphago zero
- error correction (ai)
- alphazero
- knowledge acquisition
- common sense knowledge
- messy perceptual inputs
- knowledge extraction (from human data)
- muzero
- inheritance (graph vs. tree)
- minimax optimal behavior
- unstated assumptions
- self-play
- contexts (ai)
- expert systems
- model-based reinforcement learning
- superhuman performance
- knowledge representation
- learning without explicit rules
- ai generalization