Thinking Fast and Slow
Last modified on April 19, 2022

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System 1

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Links to "System 1"

Towards Causal Representation Learning (System 1 vs. System 2)

System 1: Intuitive, fast, unconscious, parallel, non-linguistic, habitual
System 2: Slow, logical, sequential, conscious, linguistic, algorithmic, planning, reasoning

Current deep learning systems excel at System 1 – they are fast, intuitive, but brittle. How can we incorporate more System 2 to allow DL to reason about the world?

System 2

Links to "System 2"

Towards Causal Representation Learning (System 1 vs. System 2)

System 1: Intuitive, fast, unconscious, parallel, non-linguistic, habitual
System 2: Slow, logical, sequential, conscious, linguistic, algorithmic, planning, reasoning

Current deep learning systems excel at System 1 – they are fast, intuitive, but brittle. How can we incorporate more System 2 to allow DL to reason about the world?

Links to "Thinking Fast and Slow"