Definition of Generative AI:

Generative AI is a type of artificial intelligence focused on creating content or synthetic data, such as videos, pictures, text, and sound.

AI and Machine Learning:

AI is a broad field that includes machine learning, which is a subset focusing on algorithms that enable systems to learn from data and make predictions.

Discriminative vs. Generative Models:

Discriminative models classify or predict specific properties of input data, while generative models create new data that resembles the input data.

  Definition: Large language models (LLMs) are generative AI models that excel at understanding and generating human-like text based on the input they receive, known as prompts.
  Capabilities: LLMs can answer questions, solve problems, provide coding and writing assistance, summarize text, and translate languages.
  Training: They are trained on massive amounts of diverse text data, which helps them capture the nuances of language usage and perform a wide range of tasks effectively.