3 papers
cs.AI2026
AI scientists produce results without reasoning scientifically
Martiño RÃos-GarcÃa, Nawaf Alampara, Chandan Gupta +5
Large language model (LLM)-based systems are increasingly deployed to conduct scientific research autonomously, yet whether their reasoning adheres to the epistemic norms that make…
cs.MA2025
Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications
Naveen Krishnan
Multi-agent systems represent a significant advancement in artificial intelligence, enabling complex problem-solving through coordinated specialized agents. However, these systems…
cs.AI2025
AI Agents: Evolution, Architecture, and Real-World Applications
Naveen Krishnan
This paper examines the evolution, architecture, and practical applications of AI agents from their early, rule-based incarnations to modern sophisticated systems that integrate la…