ai.bythebay.io: George Hotz, Self-Driving Lessons from Comma AI

Ғылым және технология

Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: scale.bythebay.io. Join us!
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Пікірлер: 128

  • @kelvinilla
    @kelvinilla6 жыл бұрын

    - Does bad driving crowdsourced data negatively impact learning? - No. Good drivers are good in the same way; bad drivers are bad in different ways. Learning is predisposed to patterns of good driving. Paraphrased. So awesome.

  • @tangomuzi

    @tangomuzi

    2 жыл бұрын

    Not so awesome. Good drivers get good ny experiencing bad different ways of bad drivers. It is not enogh to be good on a empty road. So, in a well designed ai, bad driving crowdsource should 'positively' impact the learning.

  • @0xdr0id29
    @0xdr0id297 жыл бұрын

    George is such a legend!

  • @mikemallon9541
    @mikemallon9541 Жыл бұрын

    Love this guy. Crazy how much hes been able to accomplish with such a small team!

  • @sunrisetofu
    @sunrisetofu7 жыл бұрын

    This guy is crazy, learns deep learning so damn fast, and such deep understanding of all aspects

  • @Jeff_Epstein_

    @Jeff_Epstein_

    5 жыл бұрын

    Elvin A lmao, this dude was the first person ever to jailbreak an iPhone, at the age of 15. He is a prodigy. Look at his videos of when he’s coding.

  • @sinki19841984

    @sinki19841984

    5 жыл бұрын

    @@xyzxyzuvwuvw7633 name one coder that doesn't google

  • @umadbroyo2388

    @umadbroyo2388

    5 жыл бұрын

    Elvin A I assume you don’t even know who this is....

  • @mick3yon3ill

    @mick3yon3ill

    5 жыл бұрын

    @@xyzxyzuvwuvw7633 Lol I assume you've never worked professionally as a developer? Literally everyone does this.

  • @kira_io

    @kira_io

    5 жыл бұрын

    @@xyzxyzuvwuvw7633 Thats what all programmers do.....

  • @aliticx
    @aliticx7 жыл бұрын

    Thank you for uploading. Love listening to this guy!

  • @p00pie
    @p00pie5 жыл бұрын

    The smartest person to ever wear Yeezys most likely.

  • @kpopisthebestful

    @kpopisthebestful

    5 жыл бұрын

    771 LMFAO he got the bootcut jeans tho

  • @conservativethuglife5150

    @conservativethuglife5150

    3 жыл бұрын

    Elon Musk

  • @UserName-vu9hq
    @UserName-vu9hq7 жыл бұрын

    George Hotz is legend

  • @metinyildiz7041
    @metinyildiz70414 жыл бұрын

    this might be the longest video I didn't feel lost while listening to George. I guess he is also teaching my brain how to listen to him

  • @sippy_cups
    @sippy_cups5 жыл бұрын

    This video is amazing!

  • @MrScorpion749
    @MrScorpion7497 жыл бұрын

    I feel dumb listening to a genius like him lol

  • @MrCmon113

    @MrCmon113

    5 жыл бұрын

    You are dumb and that's why you think he's a genius.

  • @trace8634

    @trace8634

    5 жыл бұрын

    @@MrCmon113 george hotz is a genius

  • @Kloutkulture

    @Kloutkulture

    4 жыл бұрын

    Taxtro He's a genius. The only human ever to hack the iPhone....at 17

  • @ryanevancoe5797

    @ryanevancoe5797

    4 жыл бұрын

    @@MrCmon113 youre a delusional arrogant ass, and thats why you think he's not a genius

  • @AlexandrBorschchev

    @AlexandrBorschchev

    3 жыл бұрын

    Just be honest and set realistic expectations of yourself. Clearly you think you are something smart but have too much of an expectation that you end up comparing yourself. We all have to be humble at some point and be inspired by others instead of acting our lives as if we live in a competition.

  • @theodopoulos
    @theodopoulos6 жыл бұрын

    Great talk

  • @jonasmister
    @jonasmister3 жыл бұрын

    18:21 i didnt fully understand so i tried captions and it says: "it's a hand engineer creatures pants" I ll make sure to include those in my ai self driving project

  • @superkeybi
    @superkeybi6 жыл бұрын

    Just I have 2 questions, this system working with smart phone cameras, what's append in raining days or cloudy days?

  • @busterdafydd3096
    @busterdafydd30963 жыл бұрын

    planning problem, why not make AI plot in the localization space where it should be at what time and what condition the car should be in meaning which what should the car be facing what speed it should travelling at.

  • @XxMrBryanxX
    @XxMrBryanxX5 жыл бұрын

    He wasnt kidding at the end

  • @CardinalHijack
    @CardinalHijack5 жыл бұрын

    He says things that he has no idea about with such certainty. This is something I struggle with.

  • @MasterNeiXD
    @MasterNeiXD6 жыл бұрын

    When was this recorded?

  • @Wardoon
    @Wardoon4 жыл бұрын

    40:01 "The real goal of Comma ai is to end all jobs"

  • @jody5661
    @jody56616 жыл бұрын

    I have seem wheels fall off of trucks going 75 on the highway, it happens.

  • @ExperienceCN
    @ExperienceCN6 жыл бұрын

    The second guy who asks an question was so typical German 😂😂😂

  • @billybbob18
    @billybbob186 жыл бұрын

    Like all raw forms of intelligence, the machine must be taught. We need human observers (at least for a while) to analyze different failure modes to decide the optimal failure mitigation for that particular situation. The machine would need to learn how to make blind assumptions (Not quite blind) about situations that it deems as "similar to" a learned mitigation (or combination of other techniques if a "combined failure forecast" occurs). The machine would then be able to make decisions in real time based on previous situations with the ability to apply a mitigation rating for each event. Software updates could be done in real time. The rate of auto accidents would drop significantly. Allow a mode to disable the autopilot to allow for manual control. Make a law that requires a "continuous driver seat occupancy requirement" and the transit employees won't get shafted a much. That's my take on the whole thing.

  • @ismaelgrahms
    @ismaelgrahms5 ай бұрын

    👌🏾👌🏾

  • @adisharr
    @adisharr5 жыл бұрын

    How long before it can handle real life road tests such as construction zones, lane shifts, bad visibility, unpredictable drivers, etc..?

  • @MrCmon113

    @MrCmon113

    5 жыл бұрын

    Only infinite days.

  • @sheeiiittt2012

    @sheeiiittt2012

    4 жыл бұрын

    it's good with bad visibility and construction zones right now

  • @chrisrosenkreuz23

    @chrisrosenkreuz23

    4 жыл бұрын

    hey this isn't some plan, this is already released for cheap comma.ai/

  • @VinceIsDatBitch
    @VinceIsDatBitch6 жыл бұрын

    6:45 Sciencephile AI ayy

  • @xMrRasec
    @xMrRasec4 жыл бұрын

    this guy looks like he is on a 5 streak of black coffe with mdma constantly. but seriously, what a mastermind

  • @davidwilkie9551
    @davidwilkie95513 жыл бұрын

    Left side of the road driving to right, habitual thinking is difficult to switch until it is practised, and so is switching from solid state physical manifestation in Time to temporal superposition of substantiation. Eg the gyroscopic stability of rotational motion is perceived as a type of inertia, directional momentum holding you upright when riding a push bike, because it's an example of Conduction in an aligned phase of condensation orthogonal-normal to the unity of surrounding solid matter. (Just fun to imagine merging probability wave-package convergences, don't know if it fits with driving programs) You can guess what Gravity is. Reality Hack.

  • @Pablo-oi5rt
    @Pablo-oi5rt6 жыл бұрын

    What about mirrors? How will that see behind it?

  • @ARV1999

    @ARV1999

    5 жыл бұрын

    Pablo cameras most likely. They will be cameras all over the vehicle acting as a sort of sensor

  • @orlandorizzo5780
    @orlandorizzo57803 жыл бұрын

    george has to many Yes guys in his circle.

  • @MrPacMan36
    @MrPacMan366 жыл бұрын

    Why so few views....?

  • @A_Lesser_Man
    @A_Lesser_Man3 жыл бұрын

    the cellphone in most people's pockets (i imagine, anyway) cost around a thousand bucks

  • @AWESEM0
    @AWESEM03 жыл бұрын

    Surprised to hear George use the word impossible...

  • @AWESEM0

    @AWESEM0

    3 жыл бұрын

    Thought Google jumped off this ship

  • @pasiman7717
    @pasiman77176 жыл бұрын

    haha hes wearing yeezy's what a g

  • @zhengzhang4275
    @zhengzhang42754 жыл бұрын

    It is an open source agent???I thought is's not.

  • @TrailTribune
    @TrailTribune6 жыл бұрын

    It is a logical fallacy to draw safety conclusions from autopilot disengagement data. Just because autopilot disengages more frequently than a human crashes does not imply that current self driving systems are less safe. Statistically autopilot 2 is safer than a human WHEN ENGAGED. It's the subset of drive conditions that we currently do not have self driving telemetry for which are less safe by way of comparison. Other than that, groundbreaking presentation.

  • @taylormichaels6950

    @taylormichaels6950

    6 жыл бұрын

    Another idiot who thinks he is smarter than George... lmao gtfo

  • @MrCmon113

    @MrCmon113

    5 жыл бұрын

    @@taylormichaels6950 George seems to be super popular among people, who have no fucking clue about cars, machine learning and technology in general. In the best case, he has reinvented ACC and lane assist, that's all. He hasn't shown that his scheme solves any problem. Nor does he seem to be aware of the problems in autonomous driving.

  • @drumchanneltunnel5191

    @drumchanneltunnel5191

    2 жыл бұрын

    @@MrCmon113 Do you still feel this way? Comma has improved.

  • @gvalb
    @gvalb7 жыл бұрын

    How is he so smart omg

  • @emmalante9430

    @emmalante9430

    5 жыл бұрын

    Maybe because he spends his time actually learning instead of laying in the sofa watching TV all day like 90% of all humans?

  • @elmehdinaor763

    @elmehdinaor763

    4 жыл бұрын

    Simon Chase Lool Einstein is a Genius?? The fuck are you Talking about ?? Nikola Tesla is a Genius or Henry Poincare is a Genius. Einstein was good in stealing ideas.

  • @chrisrosenkreuz23

    @chrisrosenkreuz23

    4 жыл бұрын

    @Simon Chase yup Einstein stole most of his thesis from Henri Poincare and some ideas from his own wife. And he wasn't actually smart to begin with, if you hold him in high regard you should look into historical context. I don't blame you because it's easy to confuse academic prestige with actual value. Well, to be honest it really isn't, since the former is void of the latter but I digress. If you can name just ONE original invention or discovery that guy has put forth I will eat my hat. Spoiler alert: you couldn't and again I won't blame you, it's his fault. On the other hand, George Hotz has already given the world something pretty valuable if I may say so myself. However, I do believe your point stands: some folks are indeed smarter than others and more work or time spent won't change that

  • @borin2882
    @borin28823 жыл бұрын

    Someone noticed 18:01 last link the https was missing ''s''?

  • @32isaias
    @32isaias5 жыл бұрын

    This is the company Elon Musk was worried about lmaoo finally put the pieces together .. I think its the video where Elon is getting interviewed on TED

  • @rickross9829

    @rickross9829

    5 жыл бұрын

    Yeah Elon Musk tried to hire him to work on driving AI, he formed his company comma.ai

  • @Honda-nn3ee
    @Honda-nn3ee6 жыл бұрын

    Make it rain

  • @K9JT
    @K9JT6 жыл бұрын

    Yeah, science...

  • @aakash2939
    @aakash29393 жыл бұрын

    This is a billion dollars idea on open source TOTALLY FREE is this guy insane 😳

  • @tenzackyogi1742
    @tenzackyogi17426 жыл бұрын

    im sure tech industries sell insurance liability after lvl4.😂 Keep in mind that safety is trillion dollar bussiness.

  • @AlwinGeorge2008
    @AlwinGeorge20086 жыл бұрын

    Science Bitch !

  • @haydenmacfarlane7194
    @haydenmacfarlane71944 жыл бұрын

    Damn it I wish Elon hired this guy. He’s the perfect crazy genius type needed to solve such a ludicrous problem

  • @crazyweb9605

    @crazyweb9605

    4 жыл бұрын

    He is an alpha in tech he won't work well under Elon. He likes working alone.

  • @haydenmacfarlane7194

    @haydenmacfarlane7194

    4 жыл бұрын

    3 X I completely agree, it doesn’t mean I don’t want him on the Tesla team though😂😂

  • @Wardoon

    @Wardoon

    4 жыл бұрын

    Elon tried to hire him but they fell out before they could finalize a contract. They had public spat shortly after that and they part ways.

  • @akshayasadventures
    @akshayasadventures5 жыл бұрын

    Jessie Pinkman is doing IT stuff now!!

  • @klscott874
    @klscott8745 жыл бұрын

    "Go ahead, do it, I dare you. "

  • @_baumi_
    @_baumi_6 жыл бұрын

    3:33 "the only difference between level 2 and 3-5 is liability" - no that's wrong - the difference in Level 4 "full driving task" and Level 2 "steer and gas" is the tasks with other human drivers - real life has accidents, stucked roads were you have to u-turn and negotiate with other drivers, etc ... that's afaik the "full driving task" that involves vehicle2human communication - and afaik this v2h com. is not solved at all at the moment .... besides that George is a legend :)

  • @taylormichaels6950

    @taylormichaels6950

    6 жыл бұрын

    Here we go.... Some random idiot thinking he is smarter that George lmao.. stfu bitch

  • @Fire0101011

    @Fire0101011

    6 жыл бұрын

    Taylor Michaels true ... 😂😂😂

  • @2CommaClub

    @2CommaClub

    6 жыл бұрын

    I thought it said level 2 was “steer and gas and deceleration”?

  • @jake733
    @jake7336 жыл бұрын

    I don't get it!!

  • @rayseefeldt1966
    @rayseefeldt19664 жыл бұрын

    Autopilot yes. Stocking cap no

  • @Budur2006
    @Budur20066 жыл бұрын

    Renault allready built a prototype car with level 5

  • @elmehdinaor763

    @elmehdinaor763

    4 жыл бұрын

    Cosmin Budur loool the french better leave that to germans or jaoanese or koreans. French cars are bad as f...... und not reliable at all

  • @andreaskrause
    @andreaskrause5 жыл бұрын

    he is again wearing yeezys :D

  • @chrisrosenkreuz23
    @chrisrosenkreuz234 жыл бұрын

    events in the future don't cause events in the past? why not? you know physically that doesn't make sense

  • @meenoomeenoo4578

    @meenoomeenoo4578

    4 жыл бұрын

    I'm not the cause of being born 15 years ago. In other words, the event of my being today or in the future didn't cause the event of my being when I was born. Being born 15 years ago was the cause of my being today not the other way around.

  • @kevinspacey6090
    @kevinspacey60905 жыл бұрын

    I'm so stupid

  • @danieldude15
    @danieldude156 жыл бұрын

    I don’t understand something. If he is teaching AI to drive like humans... how will he make it drive better then humans? The problem is in how humans drive.

  • @RealFlash100

    @RealFlash100

    6 жыл бұрын

    The AI learn from both the bad and the good drivers. It learns what to do from the good drivers and what not to do from the bad drivers. This will make it better than the average human driver, which (as he said in the talk) is a win.

  • @khanhchung4103

    @khanhchung4103

    5 жыл бұрын

    The machines do not have emotions. We, human, always do something with emotions aside, thats why sometimes it good or bad. For example, if you feel safe then you can drive faster otherwise you drive slower. But the machines are programmed by following the law without second thoughts

  • @MrCmon113

    @MrCmon113

    5 жыл бұрын

    @@RealFlash100 All of this is missing the point. He is not adressing the actual problems in autonomous driving. The problem is recognizing what's on the road, not deciding what's to do when the road is known.

  • @crazyweb9605

    @crazyweb9605

    4 жыл бұрын

    @khanh Chung if its AI would it be able to break some rules at some point?

  • @abhisht6811
    @abhisht68116 жыл бұрын

    Damn he must be Elon Musk lost brother

  • @keco185
    @keco1856 жыл бұрын

    I wish his ego was smaller but his tech isn’t bad

  • @MrPacMan36

    @MrPacMan36

    6 жыл бұрын

    keco185 He's just very excited. And I think his ego matches his success. He also seems humble at times when necessary.

  • @ross4
    @ross46 жыл бұрын

    The problem with his approach is that the car doesn't know what's behind or next to it. It's like driving a car with no mirrors.

  • @I2yantheGreat

    @I2yantheGreat

    6 жыл бұрын

    dumbass the car has to be advanced enough to already have those cameras built in, how else would the app steer.............

  • @rickross9829

    @rickross9829

    5 жыл бұрын

    It only works with specific models of cars that already have the sensor they need.

  • @chrisrosenkreuz23

    @chrisrosenkreuz23

    4 жыл бұрын

    hey guy, it uses the car's own radar system as well as that camera you see

  • @spazsi3838
    @spazsi38384 жыл бұрын

    They need to fired the sound guy I need heard so many feedback

  • @bd603
    @bd6034 жыл бұрын

    The problem is him. People don’t like him

  • @chrisrosenkreuz23

    @chrisrosenkreuz23

    4 жыл бұрын

    that's not what you'd think from the comments

  • @rift9891
    @rift98914 жыл бұрын

    But plese dont be next google and steal peoples loacation info!

  • @MrCmon113
    @MrCmon1135 жыл бұрын

    He seems to be completely unaware of the actual challenges of autonomous driving.

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