What is generative AI?

Concetti di IA generativa

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

Concetti di IA generativa

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

Concetti di IA generativa

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
Concetti di IA generativa

What is generative AI?

Machine learning models that generate new content

Image of Google's Bard chatbot

1 Google Bard
Concetti di IA generativa

What is generative AI?

 

Frames of an AI-generated video of a flying dog

1 Facebook Make-a-Video
Concetti di IA generativa

What is generative AI?

A screenshot of a code-generating AI

1 Replit Ghostwriter
Concetti di IA generativa

How does it work?

Flowchart of Generative AI from input to model to reponse

Concetti di IA generativa

How does it work?

Flowchart of Generative AI from input to model to reponse

Concetti di IA generativa

How does it work?

Flowchart of Generative AI from input to model to reponse

Concetti di IA generativa

Create images

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

1 Cosmopolitan Magazine using the Dall-E model
Concetti di IA generativa

Hold conversations

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

1 Facebook's LLaMA model
Concetti di IA generativa

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/
Concetti di IA generativa

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
Concetti di IA generativa

The end of work?

 

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

 

Robots using a computer to do work

Concetti di IA generativa

Course goals

 

We'll learn how these models:

  • Generate content
  • Present new legal and ethical considerations
  • Impact society in the coming years
Concetti di IA generativa

Let's practice!

Concetti di IA generativa

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