Part 4 of a study on generative AI usage and testing — Large language models (LLMs) have made their way into the hands of workers in various industries, the minds of tech company leaders, and the hearts of students in every learning environment. But with great power, and an even greater number of model parameters, comes great responsibility. …

Part 3 of a study on generative AI usage and testing — GPT-4 is bigger and better than GPT-3. GPT-4 can draft up eloquent speeches, pass standardized exams, and even interpret images. Since its release on March 14, 2023, OpenAI continues to iterate and update GPT-4 to improve its performance for the millions of queries it receives each day. …

Part 2 of a study on generative AI usage and testing — Read Part 1: Validating OpenAI GPT Model Performance Prompt engineering is a special term from the NLP industry to describe the formulation of better questions for LLMs (large language models) to get better answers. In other words, it is the art of effective prompt design. If you think about it…