GenAI Terminology & Concepts Question Title * 1. What does "GPT" stand for in models like ChatGPT? Generative Pre-trained Transformer General Purpose Technology Graph Processing Trainer Guided Predictive Technology Question Title * 2. What is "prompt engineering"? Designing effective inputs to guide AI outputs Building AI systems from scratch Evaluating the performance of generative AI models Enhancing computational power for AI training Question Title * 3. Which of the following is a popular business application of generative AI today? Predicting stock market trends Automating email responses using natural language generation Developing quantum computing algorithms Conducting hardware stress tests Question Title * 4. Which of the following tools is not used for text-to-image generation? MidJourney Suno ChatGPT Stable Diffusion Question Title * 5. What is the significance of an LLM's "context window"? The amount of training data used to pre-train the model. The maximum number of words (tokens) the model can process. A sliding window used to filter irrelevant information during inference. The time required for the model to generate a response. Question Title * 6. Which of the following are critical success factors for deploying GenAI in business? Access to powerful hardware like GPUs Extensive knowledge of coding and algorithms A large team of AI experts Clear business goals, and transparent policies Question Title * 7. What is the key difference between an assistant and an agent in AI systems? An assistant provides task-specific responses, while an agent can autonomously take actions based on goals. An assistant uses pre-trained data, whereas an agent requires continuous training. An assistant only uses text, while an agent works uses voice inputs. An assistant focuses on chat, while an agent focuses on data. Question Title * 8. What does "fine-tuning" mean in the context of generative AI? Adjusting the hyperparameters of a model during training Refining a pre-trained model for a specific task or dataset Scaling the model to handle more computations Evaluating the accuracy of a model's predictions Question Title * 9. Which of these are open source LLMs that anyone can download and fine tune? Gemini Claude Llama Grok Question Title * 10. What is "chain of thought" prompting? A way to improve output by providing step-by-step reasoning. A technique that chains prompts together for longer responses. A strategy to link related datasets during prompting. A process of recursively iterating prompts to improve accuracy. Question Title * 11. What is "prompt injection"? A way to enhance a model's responses by providing additional context. A method to circumvent a model’s safeguards by inserting malicious inputs. A strategy to train language models faster by injecting labeled data directly into prompts. A process of compressing prompts to fit within the model’s context window. Question Title * 12. Which of these companies, as of 2025, is making the most advanced AI chips? Intel Broadcom NVIDIA AMD Question Title * 13. Do you have a favorite resource (website / newsletter / podcast / social feed / YouTube channel) for learning about generative AI? *This question is not scored, but we'll share the responses in our email newsletter. Done