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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Haofen Wang

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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
Preprint Aug 2026

Counterfactual Benchmarking and Training for Factuality Consistency and Order-Robust Grounded Reasoning in LLMs over Heterogeneous Knowledge

TKFQA, a factuality consistency benchmark comprising 10,130 question-answering (QA) pairs grounded in tables, texts, and knowledge graphs, is introduced and ORLF, an LLM-agnostic training framework that models cross-context topological relations through knowledge-specific latent vectors is proposed.

Shibo Chu, Yu-Ze Liu, Tie-Hua Zhang et al. · 0 citations

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