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3 Oct
Posted by
Nandan
Maintenance troubleshooting advisor
Keeping machinery and equipment running smoothly is crucial in today’s industrial environments. The AI agent is designed to help organizations accelerate maintenance operations by providing personalized and contextual insights. This AI agent analyzes a vast array of data sources, such as equipment manuals and error logs, to deliver precise recommendations for asset maintenance and repair actions.…
18 Sep
Posted by
Nandan
LLMs Will Always Hallucinate, and We Need to Live With This
Large Language Models (LLMs) have achieved remarkable progress, demonstrating high fluency and accuracy in tasks like translation and question answering. However, a fundamental challenge persists: hallucinations – instances where models generate plausible but incorrect information. This paper argues that hallucinations are not just occasional errors but an inevitable feature of LLMs, stemming fr…
16 Sep
Posted by
Nandan
Agents in Software Engineering: Survey, Landscape, and Vision
Large Language Models (LLMs) have revolutionized the field of software engineering (SE) by enabling intelligent agents to perceive, reason, and take actions. These LLM-based agents combine the power of LLMs with the capabilities of traditional agents, resulting in a powerful framework for optimizing various SE tasks. This trend has the potential to significantly enhance automation, intelligent con…