counterfactuals
3 episodes mention this concept
NewEconomicThinkingJun 16, 2021The Human Advantage: Framing, Mental Models, and AI in a Complex World
PhilosophyMental Models (Frames)Cognitive PsychologyBig DataMachine Learning
lexfridmanDec 13, 2019Judea Pearl on Human-Level AI, Free Will, and the Test of Ethical Machines
TechnologyHuman-level intelligenceCounterfactualsFree willTuring test- lexfridmanDec 11, 2019
Causal Reasoning, Counterfactuals, and the Path to AGI with Judea Pearl
ScienceCausal ReasoningBayesian NetworksDo-calculusDo-operator
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Related concepts
Concepts that appear alongside counterfactuals across episodes.
- turing test
- communication
- halting problem
- free will
- adaptive systems
- abstraction/generalization
- data bias
- human-level intelligence
- model of self
- mental models (frames)
- correlation vs. causation
- probabilistic approaches to ai
- cause-effect thinking
- natural language processing
- big data
- observational study
- epistemological uncertainty
- artificial intelligence (ai)
- pearl vortex
- value alignment