What is the expensive piece of hardware that is critical for training GenAI models due to its speed in parallel processing and matrix calculations?

What is a key advantage of fine-tuning an Open-Source LLM (like Llama) over a Closed-Source LLM (like ChatGPT)?

Which critical issue is summarized by the RAG limitation “Garbage in, Garbage out”? 

When extracting tabular information from text, which structured output format is cited as being great for tabular data?

What is the “Redefining Leadership” concept related to Generative AI?

The risk associated with Generative AI output infringing upon existing patents, trademarks, or copyrighted works falls under which category?

RAG is cited as a cost-effective solution for which challenge, compared to fully retraining a model?

What is the essential task for most LLMs during the pre-training process?

The Chain-of-Thought (CoT) prompting technique is primarily used to achieve what outcome in a Large Language Model (LLM)?

In the context of the training process for text-to-image models, what is the core mechanism used by Diffusion Models to synthesize an image from noise, guided by a text prompt?