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Preprint Aug 2026

PolyDebate: A Game-Orchestrated Multimodal System for Debate Skills Practice and Evaluation

Debate is a structured form of persuasive communication that trains argument construction, rebuttal, oral delivery, and audience awareness. These skills are valued in education, language learning, and professional communication. Recent AI debate systems and LLM-based judges have advanced argument generation and debate...

Jianing Yin, Wengpan Kuan, Xiaoyun Liu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement

This work uses the Headroom-Closed Index (HCI) to reveal the problems of existing LLMs, and introduces the RSI concept and its development roadmap: from improvement-execution autonomy, improvement-strategy autonomy, experience-acquisition autonomy, and environment-adaptation autonomy, to recursive meta-improvement.

Yi-Xiang Duan, Ying Liu, Zi-Rui Tang et al. · 10 citations · ⚡3

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