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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

Yi-Han Dai

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Book Open access Sep 2026

Authority Is Not a String: A Capability-Scoped Harness for Prompt-Injection-Resistant Coding Agents

Coding agents use system-level tools to read files, execute commands, and modify source code. Within the agent’s sandbox, these tools often carry ambient authority: naming a resource is sufficient to act on it. Indirect prompt injection exploits this authority by placing instructions in repository files or tool output...

D. S. Bouras, Yi-Han Dai, Sergey Mechtaev · 3 citations
#artificial intelligence Book Open access Mar 2025

HoarePrompt: Structural Reasoning About Program Correctness in Natural Language

HoarePrompt is introduced, a novel approach that adapts fundamental ideas from program verification to natural language artifacts and improves the MCC by 61% compared to directly using Zero-shot-CoT prompts for correctness classification and outperforms a classifier that assesses correctness via LLM-based test generati...

D. S. Bouras, Yi-Han Dai, Tairan Wang et al. · 14 citations · ⚡2

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