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πŸ€– AI Agent8 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

MCP-SecLint: An Open-Source Static Analyzer for Detecting Vulnerabilities in LLM Tool Integrations

LLM 도ꡬ 톡합 μ‹œ λ³΄μ•ˆ 취약점을 μžλ™ κ°μ§€ν•˜λŠ” 정적 뢄석 ν”„λ ˆμž„μ›Œν¬

semantic_scholarresearch

Toward Zero-Shot Multi-Label Identification of Attack Techniques: Enhancing LLM Reasoning With Semantic Evidence Discovery

RAG 기반 증거 발견으둜 사이버 μœ„ν˜‘μ„ μžλ™ λΆ„λ₯˜ν•˜λŠ” Agent μ‹œμŠ€ν…œ

semantic_scholarresearch

Semantic Translation and LLM-RAG Fusion of Multi-Source Heterogeneous Data for Production Cognition in Discrete Manufacturing

λ‹€μ–‘ν•œ 데이터원(μ‹ ν˜Έ/둜그/μ˜μƒ)을 의미적으둜 ν†΅ν•©ν•˜μ—¬ 제쑰 μ˜μ‚¬κ²°μ • 지원

semantic_scholarresearch

Adaptive home energy management to self-motivated user preferences via iterative LLM-augmented reinforcement learning

κ°•ν™”ν•™μŠ΅κ³Ό LLM κ²°ν•©μœΌλ‘œ μ‚¬μš©μž μ„ ν˜Έλ„ ν•™μŠ΅ν•˜λŠ” μ μ‘ν˜• μ—λ„ˆμ§€ 관리 Agent

semantic_scholarresearch

LLM-Augmented Stiefel Graph Neural Networks for Zero-Shot Spatio-Temporal Forecasting

GNNκ³Ό LLM κ²°ν•©μœΌλ‘œ ν•™μŠ΅ 데이터 없이 μ‹œκ³΅κ°„ μ‹œκ³„μ—΄ 예츑 μˆ˜ν–‰

semantic_scholarresearch

Enhancing LLM Tutors with Retrieval-Augmented Generation and Chain-of-Verification for Curriculum-Grounded Formative Feedback: A Case Study on Thai Health Education

RAG와 검증 λ©”μ»€λ‹ˆμ¦˜μœΌλ‘œ LLM νŠœν„°λ§μ˜ ꡐ윑 ν”Όλ“œλ°± ν’ˆμ§ˆ ν–₯상

semantic_scholarresearch

Beyond the Veneer of Competence: How Structured Prompting Fosters Knowledge Transfer in LLM-Augmented Education

κ΅¬μ‘°ν™”λœ ν”„λ‘¬ν”„νŠΈ μ—”μ§€λ‹ˆμ–΄λ§μ΄ LLM 기반 κ΅μœ‘μ—μ„œ μ‹€μ œ ν•™μŠ΅ 전이 ν–₯상

semantic_scholarresearch

BlinkChat: Blink-Augmented Prompting for Adaptive Human–LLM Interaction

μ‚¬μš©μž λˆˆκΉœλΉ‘μž„μœΌλ‘œ 동적 ν”„λ‘¬ν”„νŠΈ μ‘°μ •ν•˜λŠ” μΈν„°λž™ν‹°λΈŒ μ‹œμŠ€ν…œ