Author

Zhen-Wei Dai

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#artificial intelligence Preprint Oct 2026

MiniCorp: The Last Mile of the AI Agent Firm

The last mile toward enterprise AGI is a company that runs itself. Training and adapting such agents require longitudinal enterprise data, which remain scarce, costly to acquire, and often restricted by privacy constraints. Historical archives are also frequently incomplete and record only what actually happened. They...

Jing-Ying Zeng, Zhen-Wei Dai, Jin-Ning Li et al. · 0 citations

Aug 2026

How Far Are LLMs from Real Search: Rethinking the Complementary Roles of Search and Learning

The analysis reveals that while current LLMs struggle with efficient search in complex problems, incorporating systematic search strategies significantly enhances their problem-solving capabilities, highlighting the need for improving LLMs’ search abilities for real-world applications.

Min-hua Lin, Hui Liu, Xian-Feng Tang et al. · ACM Transactions on Knowledg... · 1 citation