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Lex Fridman Podcast Podcast
David Ferrucci: IBM Watson, Jeopardy & Deep Conversations with AI

David Ferrucci: IBM Watson, Jeopardy & Deep Conversations with AI

Lex Fridman Podcast vor 6 Jahren

0:00

2:24:33

David Ferrucci led the team that built Watson, the IBM
question-answering system that beat the top humans in the world
at the game of Jeopardy. He is also the Founder, CEO, and Chief
Scientist of Elemental Cognition, a company working engineer AI
systems that understand the world the way people do. This
conversation is part of the Artificial Intelligence
podcast. If you would like to get more information about
this podcast go to https://lexfridman.com/ai or connect with
@lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube
where you can watch the video versions of these conversations. If
you enjoy the podcast, please rate it 5 stars on iTunes or
support it on Patreon. Here’s the outline with timestamps for
this episode (on some players you can click on the timestamp to
jump to that point in the episode):

00:00 – Introduction

01:06 – Biological vs computer systems

08:03 – What is intelligence?

31:49 – Knowledge frameworks

52:02 – IBM Watson winning Jeopardy

1:24:21 – Watson vs human difference in approach

1:27:52 – Q&A vs dialogue

1:35:22 – Humor

1:41:33 – Good test of intelligence

1:46:36 – AlphaZero, AlphaStar accomplishments

1:51:29 – Explainability, induction, deduction in medical
diagnosis

1:59:34 – Grand challenges

2:04:03 – Consciousness

2:08:26 – Timeline for AGI

2:13:55 – Embodied AI

2:17:07 – Love and companionship

2:18:06 – Concerns about AI

2:21:56 – Discussion with AGI