Generative AI is a type of deep learning powered by extremely large ML models known as foundation models (FMs).

While traditional ML models are trained to perform a single task, FMs are trained to perform multiple tasks.

Large language models (LLMs) are a popular type of FM trained to use human language. Foundation models can be used to create videos, images, music, and more.

Generative AI Solutions

  1. Amazon SageMaker JumpStart (Tier 1: AI services)
  2. Amazon Bedrock (Tier 2: ML services)
  3. Amazon Q (Tier 3: ML frameworks and infrastructure)