hope, hype, reality: ai in industry · 2019-10-10 · myth: ai will automate away all jobs....

36

Upload: others

Post on 26-May-2020

11 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana
Page 2: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Hope, Hype, Reality: AI in IndustryBrazil Summit, 2019

Page 3: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

We can build an abundant future together

Page 4: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana
Page 5: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Electricity was the last technology that changed everything

Page 6: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Artificial Intelligence is the next technology that will change everything

Page 7: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana
Page 8: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana
Page 9: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

DroneDeploy democratizes creating aerial insights from drones

Page 10: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Planet Labs images the entire earth every single day with 200+ satellites

Page 11: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Measuring retail shops traffic from space

Page 12: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Measuring global oil surplus from space

Page 13: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Predicting global production of agriculturecommodities

Page 14: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

A major fundamental technological shift underway

Page 15: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Earliest form of computation

Page 16: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Mechanical Computing

Page 17: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Digital Computing

Page 18: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Software 1.0

1. Break down big problems to smaller problems2. Write algorithms to solve each problem3. Compose a solution into a system

Page 19: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

We’ve made incredible progress thus far

Page 20: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Artificial Intelligence is Software 2.0

Page 21: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

The innovation: Deep neural networks

Page 22: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Software 1.0

Page 23: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Software 2.0

Humans

DeployTrain

Training data

Page 24: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Labeled training data is the new gold

Page 25: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

New tools allow humans to teach AI. No more coding logic required!

Page 26: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana
Page 27: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana
Page 28: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Risk Assessment

models

Raw data Data (images, text, video, audio)

Human & model decisions (Training data)

Automated Claims

ProcessesAI models Client Risk

Profile

AI enabled business blueprint

Software 2.0

Page 29: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Make AI your competitive advantage

Page 30: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Use Google’s TensorFlow for open source AI models

Page 31: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

What problem can you start solving using AI today?

Page 32: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Myth: AI will automate away all jobs

Page 33: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Reality: AI will augment human capabilities

Page 34: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

Let’s build our AI future together!

Page 35: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana

©Nathana Sharma 2019

Nathana Sharma [email protected]

Page 36: Hope, Hype, Reality: AI in Industry · 2019-10-10 · Myth: AI will automate away all jobs. Reality: AI will augment human capabilities. Let’s build our AI future together! ©Nathana