From Computing to

Cognition

Dr. Shailesh Kumar

Google, Inc.

A Perspective!

What is “Intelligence?”

from Memorization to Generalization

What is “Understanding”?

from Syntax to Semantics

Apple filed a suit against Orange

What is “Thinking”?

from Knowledge to Reasoning

What is “Creativity”?

from Learning to Expression

Can a Machine…

Play Chess?

Play Jeopardy?

Drive a Car?

Have a Conversation?

Discover a cure for Cancer?

Crack the IIT Entrance Exam?

Find all square cut scenes in YouTube?

Summarize the Plot of a Movie?

Find a Joke Funny?