One of the promising frontiers of research right now in chip design is using machine learning techniques to actually help with some of the tasks in the design process.

Here’s an interesting look at what Google is doing in this space.

We will be discussing this at our upcoming The Next AI Platform event in San Jose on March 10 with Elias Fallon, engineering director at Cadence Design Systems. (You can see the full agenda and register to attend at this link; we hope to see you there.) The use of machine learning in chip design was also one of the topics that Jeff Dean, a senior fellow in the Research Group at Google who has helped invent many of the hyperscaler’s key technologies, talked about in his keynote address at this week’s 2020 International Solid State Circuits Conference in San Francisco.

Lex Fridman inteviews Cristos Goodrow, VP of Engineering at Google and head of Search and Discovery at YouTube (aka YouTube Algorithm).

This conversation is part of the Artificial Intelligence podcast.

OUTLINE:
0:00 – Introduction
3:26 – Life-long trajectory through YouTube
7:30 – Discovering new ideas on YouTube
13:33 – Managing healthy conversation
23:02 – YouTube Algorithm
38:00 – Analyzing the content of video itself
44:38 – Clickbait thumbnails and titles
47:50 – Feeling like I’m helping the YouTube algorithm get smarter
50:14 – Personalization
51:44 – What does success look like for the algorithm?
54:32 – Effect of YouTube on society
57:24 – Creators
59:33 – Burnout
1:03:27 – YouTube algorithm: heuristics, machine learning, human behavior
1:08:36 – How to make a viral video?
1:10:27 – Veritasium: Why Are 96,000,000 Black Balls on This Reservoir?
1:13:20 – Making clips from long-form podcasts
1:18:07 – Moment-by-moment signal of viewer interest
1:20:04 – Why is video understanding such a difficult AI problem?
1:21:54 – Self-supervised learning on video
1:25:44 – What does YouTube look like 10, 20, 30 years from now?

Cruise, the self-driving subsidiary of General Motors, revealed its first vehicle to operate without a human driver, the Cruise Origin.

The vehicle, which lacks a steering wheel and pedals, is designed to be more spacious and passenger-friendly than typical self-driving cars.

Cruise says the electric vehicle will be deployed as part of a ride-hailing service, but declined to say when that might be. 

It’s that time of year for “year in review” posts, but this year is extra special: it’s the dawn of a new decade and the twilight of another.

Here’s an interesting look at what has changed in the consumer hardware space in the past ten years.

The Verge explores Ikea’s push into smart home technology and why that’s a big deal.

For seven years, Ikea has treated the smart home as a hobby. That’s changing now that Björn Block’s Home Smart division has been promoted to the same importance as Living Room, Bedroom, and all the other Ikea businesses that have come to define the company. Ikea faces the challenge of teaming up with Google, Amazon, Apple, and other tech giants while also battling them for primacy in the home.

Read the full feature here: http://bit.ly/38VyVH9

Can A.I. make music? Can it feel excitement and fear? Is it alive? Will.i.am and Mark Sagar push the limits of what a machine can do. How far is too far, and how much further can we go?

The Age of A.I. is a 8 part documentary series hosted by Robert Downey Jr. covering the ways Artificial Intelligence, Machine Learning and Neural Networks will change the world.