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Gerald Penn

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#artificial intelligence Preprint Oct 2026

CircuitTree: Composing Circuits into A Syllable Transcriber

A greedy, density-scaled composition algorithm is proposed that overcomes limitations of previous attempts to compose circuits by naive union, then generalize it to $N$ circuits via CircuitTree, a new data structure built on a $\Theta(N\log N)$ tree-compose schedule.

Jian-Kun Wei, Ewan Dunbar, Gerald Penn · 0 citations

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