What is generative AI?

Generative AI Concepts

Daniel Tedesco

Data Lead, Google

We've long dreamed of tools that can create

In ancient stories... Images of an alchemy manuscript and a genie coming out of a magic lamp

Generative AI Concepts

We've long dreamed of tools that can create

In ancient stories... Images of an alchemy manuscript and a genie coming out of a magic lamp

...and modern virtual worlds Images of a modern virtual world

Generative AI Concepts

Unparalleled creative tools

AI Images

Cosmopolitan Magazine cover of a female astronaut generated by AI

AI Chatbots

Screenshot of a conversation with Anthropic's Claude Chatbot

1 Cosmopolitan Magazine, Anthropic PBC
Generative AI Concepts

What is generative AI?

Machine learning models that generate new content

Image of Google's Bard chatbot

1 Google Bard
Generative AI Concepts

What is generative AI?

 

Frames of an AI-generated video of a flying dog

1 Facebook Make-a-Video
Generative AI Concepts

What is generative AI?

A screenshot of a code-generating AI

1 Replit Ghostwriter
Generative AI Concepts

How does it work?

Flowchart of Generative AI from input to model to reponse

Generative AI Concepts

How does it work?

Flowchart of Generative AI from input to model to reponse

Generative AI Concepts

How does it work?

Flowchart of Generative AI from input to model to reponse

Generative AI Concepts

Create images

Flowchart of Generative AI from text input to model to image reponse

1 Cosmopolitan Magazine using the Dall-E model
Generative AI Concepts

Hold conversations

Flowchart of Generative AI from text input to model to text reponse

1 Facebook's LLaMA model
Generative AI Concepts

Input more than text

 

Flowchart of Generative AI from highlighted image input to model to image reponse

1 Runway ML's InPainting Tool, https://runwayml.com/inpainting/
Generative AI Concepts

Real-world applications

Generative AI will impact a variety of industries and functions:

  • Sales: draft sales outreach emails
  • Finance: analyze financial data
  • Marketing: generate marketing ads to test
  • Legal: Simply explain complex regulations
  • Education: Customize learning for individual students
  • Medical: Read and analyze medical data
  • Industrial: Automate repetitive tasks for industrial engineering and design
  • Games & Entertainment: Create 3D models and scenes
Generative AI Concepts

The end of work?

 

  • Lots of implementation challenges and risks
  • Still, lots of opportunity to utilize

 

Robots using a computer to do work

Generative AI Concepts

Course goals

 

We'll learn how these models:

  • Generate content
  • Present new legal and ethical considerations
  • Impact society in the coming years
Generative AI Concepts

Let's practice!

Generative AI Concepts

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