Season 2 Ep 23 Twitter Q&A with Geoff Hinton

Ғылым және технология

Last week, we were honored to have Professor Geoff Hinton join the show for a wide-ranging discussion inspired by insights gleaned from Geoff's journey in academia, as well as past 10 years with Google Brain. The episode covers how existing neural networks and backpropagation models operate differently than how the brain actually works; the ImageNet/AlexNet breakthrough moment; the purpose of sleep; and why it’s better to grow our computers than manufacture them.
As you might recall, we also gave our audience an opportunity to contribute questions for Geoff via Twitter. We received so many amazing questions from our audience that we had to break down our time with Geoff into two parts! In this episode, we’ll discuss some of these questions with Geoff.
Tune in to get Geoff’s answers to the following questions AND MORE:
Are you concerned with AI becoming too successful?
What is the connection between mania and genius?
What childhood experiences shaped him the most?
What is next in AI?
What should PhD students focus on?
How conscious do you think today's neural nets are?
How important is embodiment for intelligence?
How does the brain work?
Links:
Geoff's Bio: en.wikipedia.org/wiki/Geoffre...
Geoff's Twitter: geoffreyhinton?la...
Research and Publications: bit.ly/3z3M54e
Google Scholar Citations: bit.ly/3N892HJ
Story Behind the 2012 NIPS Auction: bit.ly/3t9xsIN
GLOM: bit.ly/3lYgWr6
Vector Institute: vectorinstitute.ai/
SUBSCRIBE TODAY:
Apple: apple.co/3xhtNKa
Spotify: spoti.fi/3NMANGd
Google: bit.ly/3azFyE8
Amazon: amzn.to/3aF9EG8
Acast: bit.ly/390bNMi
Host: Pieter Abbeel
Executive Producers: Alice Patel & Henry Tobias Jones
Production: Fresh Air Production

Пікірлер: 22

  • @peterdavidfagan
    @peterdavidfagan2 жыл бұрын

    The explanation for the term consciousness in this talk is really great. It makes a lot of sense that it is a word whose ill definition reflects our own lack of understanding or framework for modelling and measuring it. I wonder if there will be a day in the future where someone explains how we used the word consciousness similar to the cars and oomph explanation?

  • @prabhavkaula9697
    @prabhavkaula96972 жыл бұрын

    This session was such a treat! Thank you Geoff and Pieter.

  • @TheRobotBrainsPodcast

    @TheRobotBrainsPodcast

    2 жыл бұрын

    Thanks for listening!

  • @karnikram
    @karnikram2 жыл бұрын

    0:00 Intro and season wrap-up 3:53 What were some of the hardest times on your path to getting DL to work? 5:14 Are you concerned that AI is becoming too successful? 6:15 Is DL hitting a wall? Can we achieve AGI with scale? 8:16 What are three questions that keep you up at night? 8:57 Advice for contrarians trying to produce the next AlexNet moment 9:47 What is the connection between mania and genius? 11:34 What childhood experiences shaped you the most? 12:27 Thought process to solve a research problem? 13:35 Next big thing in AI and advice for PhD students? 14:42 Regrets about missed research opportunities? 15:09 How important is embodiment for intelligence? 17:37 Why do you do what you do? 18:09 Curiousity-driven research vs application-driven research 19:04 Research in different settings 20:29 Batch of questions about the brain 33:50 Batch of questions about what is next in AI 35:58 Thoughts about the bitter lesson 36:41 How do you read research papers? 37:36 Role of formalism and intuition in research 39:27 How did you transition from psychology to AI? 41:43 How conscious are today's neural networks? 44:38 Can ML help advance pyschology?

  • @TheRobotBrainsPodcast

    @TheRobotBrainsPodcast

    2 жыл бұрын

    Thanks for this breakdown!

  • @jeeding
    @jeeding Жыл бұрын

    I am considering applying for a related PhD program, this episode was really inspiring, and to express my gratitude, I would like to offer my thanks in 3 languages! Thank you Geoff and Pieter. תודה לך ג'וף ופיטר. 感谢杰夫和彼得。

  • @user-gk8bi8bj1b
    @user-gk8bi8bj1b Жыл бұрын

    I've never seen anyone thinking of walking on two legs like him in my life(energy efficient time sharing wheel). amazing.. amazing interview. thank you pieter n geoff!!!

  • @hhhghggfh8818

    @hhhghggfh8818

    Жыл бұрын

    Ģ è

  • @usinani
    @usinani2 жыл бұрын

    Great Q&A session with Geoffry and podcast, thanks for sharing!

  • @TheRobotBrainsPodcast

    @TheRobotBrainsPodcast

    2 жыл бұрын

    Glad you enjoyed it!

  • @rb8049
    @rb8049 Жыл бұрын

    Spiking is not a requirement, but our brains have figured out how to use spiking. Spike timing can be used for encoding a lot of information in a network. We don’t have to go full analog to use spiking. We can generate spikes with a clocked system. Analog might be more dense and energy efficient, but digital might be just as good. We can design digital systems faster today.

  • @arvisz1871
    @arvisz18712 жыл бұрын

    Nice episode 👍 it has a lot of umph inside

  • @abhinavchauhan7864
    @abhinavchauhan7864 Жыл бұрын

    Great stuff pieter🙌🏻. AI is getting really scary but at the same time it gives us hope about a lot of stuff such finding cures of stuff like cancer and brain damage. One suggestion why dont you add translated subtitles to your videos so even the peole who dont understand english can benefit from them and your channel would grow as well

  • @iandanforth
    @iandanforth2 жыл бұрын

    I don't buy Geoff's "humans have wheels" argument, but a really great session, thanks for putting it together!

  • @FelixWatts

    @FelixWatts

    Жыл бұрын

    Yea. Legs are actually much better than wheels. Wheels need roads. When the first fish came out of the sea, they didn't find a surface conveniently criss-crossed with a network of roads.

  • @jimmylovesyouall
    @jimmylovesyouall2 жыл бұрын

    17:19 , Geoff said: a long time ago David Bxx (a name)... What is this name? Does anyone know? Thanks.

  • @cbord4139

    @cbord4139

    2 жыл бұрын

    Dana Ballard

  • @jimmylovesyouall

    @jimmylovesyouall

    2 жыл бұрын

    @@cbord4139 Thank you so much. Do you know what paper was Geoff referring to by Dana?

  • @cbord4139

    @cbord4139

    2 жыл бұрын

    @@jimmylovesyouall not sure, but I assume his 1991 paper entitled "Animate vision"

  • @sivasakthis7087
    @sivasakthis7087 Жыл бұрын

    HAHAHAHAHAHAHAH the sa # save the turtels

  • @mbahsugimin
    @mbahsugimin9 ай бұрын

    Ingin gambar yang telanjang bulat

  • @commentselements2534
    @commentselements2534 Жыл бұрын

    comment 1662132484325

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