๐Ÿงญ Roadmap โ€บ 08 ยท Advanced Alignment โ€บ Chain-of-Thought & Reasoning โ€บ Scratchpad / Extended Thinking
โ† Chain-of-Thought & Reasoning

Scratchpad / Extended Thinking

๐Ÿ”ด Core
Area08 ยท Advanced Alignment
TopicChain-of-Thought & Reasoning
Topic priority๐Ÿ”ด MUST
Subtopic7 of 10
Study this using 5 phases
๐Ÿง  01 Understand

What is Scratchpad / Extended Thinking? Why does it exist? Where does it appear in Chain-of-Thought & Reasoning?

๐Ÿ‘๏ธ 02 Visualize

Draw or describe a visual model of Scratchpad / Extended Thinking. What does it look like conceptually?

๐Ÿ”ฌ 05 Experiment

Try Scratchpad / Extended Thinking on a real example. Vary the inputs and observe what changes.

โš–๏ธ 06 Compare

How is Scratchpad / Extended Thinking different from related concepts in Chain-of-Thought & Reasoning? What are the trade-offs?

๐Ÿ—ฃ๏ธ 07 Explain

Explain Scratchpad / Extended Thinking in plain language using an analogy. Could a non-expert follow it?

โ† Tree of Thought Reasoning Models (o1, R1, Claude 3.7) โ†’
โ†‘ All subtopics in Chain-of-Thought & Reasoning
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