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20242026
most citedIs Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers

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cs.AI2026

Persistent Memory and Iterative Improvement in an LLM Agent for Chinese-Character Drawing

Peilin Wu, Yi-Zhuang You

Does persistent memory accumulated from previous attempts help an LLM agent solve new problems, and does memory design affect that benefit? We study programmatic Chinese-character…