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

AI-generated image of an astronaut standing on the moon with Earth in the sky

AI Chatbots

Screenshot of a conversation with Anthropic's Claude Chatbot

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?

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Flowchart showing a prompt going in as input

Generative AI Concepts

How does it work?

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Flowchart showing a prompt going into a generative AI model

Generative AI Concepts

How does it work?

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Flowchart showing a prompt going into a generative AI model, which returns a response

Generative AI Concepts

Create images

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Flowchart of a text prompt going into a generative AI model, which returns an image of an astronaut on the moon

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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