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

Author

Lei Liang

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Book Open access Jul 2026

C3Flow: SIMD-Style Concurrent Claude Code Workflow for Scaling Deep Research

C3Flow (Concurrent Claude Code Workflow), a framework that transforms Claude Code from an interactive assistant into a SIMD-style SIMD-style concurrent compute engine, is introduced, demonstrating its effectiveness for production-scale deep research pipelines.

Yunfan Gao, Xin-Yi Huang, Yijie Zhong et al. · 0 citations
Book Open access Aug 2026

Knowledge Graph-Enhanced Long-CoT for Complex Biomolecular Reasoning

Results validate that KG-guided reasoning serves as a critical mechanism to compensate for parameter disparity, particularly in tasks requiring deep traversal of biological mechanisms.

Tianwen Lyu, Zhuang Xiang, Keyan Ding et al. · 0 citations

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