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

Author

Zilong He

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2 papers indexed here

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Aug 2026

SLOPE: Fine-Grained Log Parser Combining Syntax with LLM-Distilled Semantic

Log parsing, which transforms unstructured log messages into structured formats, is a critical step in automated log analysis and directly impacts the effectiveness of downstream tasks. However, existing log parsers struggle to balance effectiveness with efficiency and show limited capability in handling log inconsiste...

Shu-Ting Lai, Haiyu Huang, Peng-Fei Chen et al. · 0 citations
Preprint Aug 2026

AgentChaos: Chaos Engineering for Agent Systems via Programmatic Fault Injection

Agent systems rely on LLM APIs for every response, but these APIs can return server errors, truncated responses, or corrupted content that propagates through downstream agents and causes task failure. Evaluating robustness under these faults is crucial for reliable deployment. Existing fault injection methods are offli...

Gou Tan, Zhensu Sun, Jieke Shi et al. · 0 citations

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