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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Liang Song

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#software testing Open access Sep 2026

Same Words, Different Procedure: Counterfactual Transfer Tests for Reusable LLM-Agent Skills (Software and Reproducibility Artifacts)

This versioned archive contains the implementation, frozen protocols, native interaction records, tests, audits, analyses, and manuscript sources for the Counterfactual Skill Transfer Test (CSTT). CSTT is a state-matched six-condition protocol that crosses source procedural compatibility with lexical similarity and inc...

Liang Song, Jiabao Zhai · 0 citations

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