Chain-of-thought is formalized as tree decomposition of multi-class classification problems whose error follows a power law, yielding a critical degree threshold and an optimal thinking depth that cannot be improved by going deeper.
Solve the math problem
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
How does Chain of Thought decompose complex tasks?
Chain-of-thought is formalized as tree decomposition of multi-class classification problems whose error follows a power law, yielding a critical degree threshold and an optimal thinking depth that cannot be improved by going deeper.