Generative AI

Generative AI

Generative AI

• subset of Deep Learning
• Is Natural Language Image, Audio
• Not a Number, Discrete, Class probability
• That is calculated by the formula y = f(x)

Generative AI uses very large data from multiple sources across the internet to build a foundation Language Model (Also called Foundation Model)

• Pathways Language Model (PaLM)
  • PaLM API simplifies monitoring deployment and training LLM
• Language Model for Dialogue applications (LaMDA)
• GPT

What is Generative AI:

• generates new content based on what it has learned from existing content.
• GenAI uses the statistical model to predict the expected response might be.

Input & Output

Image

• Text
• Image
• Video

Text (Input)

• Text (output)
  • Translation
  • Summarization
  • Question Answering
  • Grammar Correction
• Image (output)
  • Image generation
  • Video Generation
• Audio (output)
  • Text-To-Speech
• Decisions (output)
  • Play Games

ML(DL(Generative AI))