infolks.hashnode.devRAFT: Combining RAG with Fine-Tuning for Enhanced AI PerformanceIn recent years, artificial intelligence (AI) and machine learning (ML) have rapidly transformed many industries. They have made tasks such as data analysis, content creation, and natural language pro3d ago·8 min read
infolks.hashnode.devLarge Action Models (LAMs): The Foundation of AI Agents That Actually Get Things DoneEver wondered how AI agents can make decisions that feel almost human? Not just answering questions or generating text, but actually doing stuff. Scheduling meetings, ordering lunch, booking travel, oFeb 25·5 min read
infolks.hashnode.devLLM-as-a-Judge vs. Human EvaluationIn the world of machine learning (ML) and artificial intelligence (AI), the idea of using large language models (LLMs) as evaluators or "judges" has gained traction. These AI-driven models are already powering numerous applications, from content gene...Feb 13·6 min read
infolks.hashnode.devAI Agents Are Taking Over: The Rise of Autonomous SystemsAI Agents Are Taking Over: The Rise of Autonomous Systems What if your digital tools could think for themselves, plan, decide, and get things done without waiting for your input? That is no longer a what-if. We are entering a bold new phase of artifi...Feb 7·5 min read
infolks.hashnode.devAI-Powered Theft Prevention: The Game Changer in Retail SecurityRetail theft has long been a major challenge for businesses, leading to significant financial losses and security concerns. In 2025, AI-powered theft prevention has emerged as a groundbreaking innovation that is transforming how retailers combat shop...Jan 31·6 min read