As per the March 2025 survey report, Large Language Models are backing over 65% of AI implementation initiatives and enabling enterprises with automation, content generation, and advanced decision-making. But we cannot ignore the notable concern is the selection of appropriate LLMs for specific use cases. In 2025, reports indicate that 46%…

According to a recent report by the Wall Street Journal, around 80% of enterprises use Language Models (LLMs), Retrieval-Augmented Generation (RAG) systems, and chatbots in their operations. The same has been confirmed by Gartner.   As the adoption of these AI technologies accelerates, robust testing frameworks have become indispensable for ensuring accuracy,…

Reasoning is critical for problem solving, decision making and in general for human intelligence. There have been various claims of reasoning abilities of LLM. Typically these claims are based on few anecdotal examples, followed by by some broad brush conclusions. There have several papers debunking such claims, demonstrating how LLM fails for…