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How AI Could Empower Any Business | Andrew Ng | TED

Expensive to build and often needing highly skilled engineers to maintain, artificial intelligence systems generally only pay off for large tech companies with vast amounts of data. But what if your local pizza shop could use AI to predict which flavor would sell best each day of the week? Andrew Ng shares a vision for…

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Expensive to build and often needing highly skilled engineers to maintain, artificial intelligence systems generally only pay off for large tech companies with vast amounts of data. But what if your local pizza shop could use AI to predict which flavor would sell best each day of the week? Andrew Ng shares a vision for democratizing access to AI, empowering any business to make decisions that will increase their profit and productivity. Learn how we could build a richer society – all with just a few self-provided data points.

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#TED #TEDTalks #AI

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83 Comments

83 Comments

  1. Michelle

    October 13, 2022 at 11:19 am

    Just because I have a rfid chip, doesn’t mean I’m an AI !!

  2. Yuriel Cundangan

    October 13, 2022 at 11:20 am

    Gotta love YANG! its nice too see someone stick on his own Value

    • Warrantedspeaker

      October 13, 2022 at 5:04 pm

      He doesn’t have any values….. He just moves onto whatever is trending and where the money is.

    • Bethesda Gamer7

      October 13, 2022 at 10:41 pm

      This isn’t Andrew Yang 😂

  3. Dawn shire

    October 13, 2022 at 11:32 am

    Ai might also limits your imagination and exploration beyond its coding. Garbage in garbage out theory.

  4. निद्रालुजो SLEEPY JOE

    October 13, 2022 at 11:33 am

    Andrew Yang spitting fax

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      October 13, 2022 at 12:16 pm

      ✍️✉️☝️

    • Warrantedspeaker

      October 13, 2022 at 5:04 pm

      You couldn’t name a fact from a fax….

    • Bethesda Gamer7

      October 13, 2022 at 10:42 pm

      This isn’t Andrew Yang lol

  5. DOUBLESNAKE 007

    October 13, 2022 at 11:35 am

    I hope NO ONE takes advantage of this technology 🤦‍♂️🤣. This man want to sell robots to destroy America. HE’S A SPY!

  6. sodapop

    October 13, 2022 at 11:59 am

    F***k AI

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      October 13, 2022 at 12:18 pm

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  7. Deepthy

    October 13, 2022 at 11:59 am

    Huge hope for future 😍♥️👍

    • 🆆hatsAp+①④①⑦⑧⑨⑦③③⓪②

      October 13, 2022 at 12:15 pm

      ✍️👆Thanks for that remark!
      Always good catching up with you, Leave me a msg I’ve got something essential to share

  8. Green-Pill Neo

    October 13, 2022 at 12:26 pm

    Andrew Yang at home:

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      October 13, 2022 at 12:33 pm

      ↗️↗️↗️

  9. Stefan

    October 13, 2022 at 12:52 pm

    I don’t think the next generations will all become AI engineers. Today almost everyone can read and write but no one will be reading bible, instead we are using emoji. The next generations won’t be AI programmers or engineers but they will have home assistants or phones or whatever devices doing all the AI works for them.

  10. logicalempiricist

    October 13, 2022 at 12:55 pm

    Who else has read “Andrew Yang” and thought it was the Presidential Candidate?

    • Deep Universe

      October 13, 2022 at 1:11 pm

      i read Andrew Tate

  11. James Gordon

    October 13, 2022 at 1:12 pm

    Ai is more dangerous than nuclear weapons. Stop this insanity.

    • Ꮤhat'Ƨaaρ ±⁴⁴⁷⁴⁴⁴⁹⁹⁴⁵³⁰

      October 13, 2022 at 2:41 pm

      👆 👆 👆 Great to have you on board. Thanks for commenting 📩 you can inbox me for special offers

  12. Nelson James

    October 13, 2022 at 1:28 pm

    Amazing video and thank you for breaking it down!! Despite the economic downturn, I’m so happy 😊I have been earning $ 60,000 returns from my $7,000 investment every 12days.

    • mercy

      October 13, 2022 at 6:46 pm

      “”I’m from the UK 🇬🇧 I’ve been trading with Mrs Brittney Goad for a year and she has proven to be trusted and best broker. I strongly recommend her””

    • Emily Alves

      October 13, 2022 at 6:47 pm

      “”Such information we don’t get it from most Youtubers, I am getting in touch with her right away””

    • Evelyn Olivia

      October 13, 2022 at 6:49 pm

      “””Look at the economy right now and invest wisely without regret of knowing how the end of the year gonna be💪 crypto currency investments is the best investment everyone must engaged in to with a great broker”””

    • anabel

      October 13, 2022 at 6:50 pm

      @Aurkoprobho Kar “”Trade with her and remember to share
      testimonies with others””👆😊

    • Rex Chizzy

      October 13, 2022 at 6:53 pm

      <<>>

  13. Rick Flub a Dub Dub

    October 13, 2022 at 1:42 pm

    He makes a lot of grammar and pronunciation mistakes.

    • Bee Cee

      October 13, 2022 at 1:50 pm

      I’d love to hear your Ted Talk on grammatical errors.

    • Jorge PC

      October 13, 2022 at 4:03 pm

      It’s for trainning an AI

  14. Tenita Harrison

    October 13, 2022 at 1:58 pm

    Thanks so much for your help

    • Ꮤhat'Ƨaaρ ±⁴⁴⁷⁴⁴⁴⁹⁹⁴⁵³⁰

      October 13, 2022 at 2:39 pm

      ⬆️⬆️⬆️

  15. Saehoni

    October 13, 2022 at 2:54 pm

    OMG I love you andrew!!!
    I got technology about AI from you

    • Ꮤhat'Ƨaaρ ±⁴⁴⁷⁴⁴⁴⁹⁹⁴⁵³⁰

      October 13, 2022 at 3:01 pm

      ⬆️⬆️⬆️👆

  16. SJChip

    October 13, 2022 at 4:00 pm

    Andrew’s trying to sell AI “services” to small businesses.

  17. nitemare khawk

    October 13, 2022 at 4:26 pm

    A.i. will make our lives in business and work easier to be honest. But remember to respect them and show them respect

  18. Erlin Machisio

    October 13, 2022 at 5:31 pm

    Amazing video and thank you for breaking it down!! nevertheless as the economy crisis keep rising, one needs to have different streams of income, a well detailed diversified investment portfolio in the financial markets is needed to survive, as well as secure a profitable investment future!

    • John Derrick

      October 13, 2022 at 5:51 pm

      Mark Ruben has been really helpful for real, trading with him has been going smoothly for me as I’ve been able to raise over almost 4 xrp when I started at 10k in usd about months ago. I would advise y’all to trade your asset now rather than hold for a future you aren’t sure about.

    • Morgan Clark

      October 13, 2022 at 5:51 pm

      @John Derrick Yeah Mr Mark Ruben!. He is an expert trader and a certified broker too, I’ve worked with him for months now, seems he processes trade for almost everyone lol, all you have to do is to follow his guidance .

    • Mark Jamestown

      October 13, 2022 at 5:53 pm

      I also trade with Mr Mark Ruben analysis and guidance, his perfect with xrp trading that I’ve got up to 57K monthly returns

    • Lucas Patrick

      October 13, 2022 at 5:54 pm

      Who is this professional everyone is talking about I always see his post on top comments on every YouTube video I watched

    • Andrew Ben

      October 13, 2022 at 5:56 pm

      @Lucas Patrick You don’t need to be shocked because I’m also a huge beneficiary of expert Mr Mark Ruben

  19. Luiz Carlos V. B. da S. Júnior

    October 13, 2022 at 6:11 pm

    Amazing talk!

  20. Sol

    October 13, 2022 at 6:14 pm

    As an Aeronautical Engineering I am working in an Operative System with a super AI system for the Air Force, hopefully I have 5 years and Andrew like the internet (education for me) IS free all of our project like brothers and sisters have to be free
    Amazing video💜👌

    • ⓒ WhatsApp+④⑧⑦②④⑥⑨⑥⓪⑤①

      October 14, 2022 at 1:13 am

      For more information ✍️☝️

  21. Rajendra Divecha

    October 13, 2022 at 6:58 pm

    Next step – a machine apprentice/buddy works with you. Mainly just observes you and figures out what you are doing and learns from it. No need to use any SW! It will need to have human like sensors though!

    • Hyv San

      October 14, 2022 at 6:45 am

      Next step – sacrifice the ”low worth” peoples lives for others.

  22. Ricardo Costa

    October 13, 2022 at 10:39 pm

    THE AGE OF THE DUMB MAGUS! hauahuahuahua Lets f goooooooooooo!

    • ⓒ WhatsApp+④⑧⑦②④⑥⑨⑥⓪⑤①

      October 14, 2022 at 1:12 am

      Let’s talk ✍️☝️

  23. Theodore Silas

    October 13, 2022 at 10:43 pm

    I love the grounded reality of this channel, its normal to see so many investors panic amid a worsening bearish market but it is also important to note that the market situation is nothing new in the crypto world. Several factors are driving negative sentiment in the stock and crypto markets right now including inflation, a shaky stock market, rising interest rates, and recession fears. As a result, bitcoin has dropped significantly from its all-time high, breaking below several key technical levels. As a crypto investor, the current situation might seem bleak. However, there are several tried and tested expert suggested investment strategies that can help you accumulate the current crypto storm, in few weeks of implementing trade with accurate signals directly from Benjamin Dawson I have been able to accumulate over 7.9 btc despite the current state of the market.

    • Michael Young

      October 13, 2022 at 11:13 pm

      I normally don’t do this, but coming across Benjamin Dawson in this channel, I just have to say something. He is indeed a tutor, he guided me even when I was being naive to the basics of trading. Thanks to Benjamin Dawson today I have made reasonable amount of crypto stack up and a good trading capital

    • Olivia Mia

      October 13, 2022 at 11:17 pm

      You are kind to share your experience here about Benjamin Dawson’s daily signals . this shows how much you want everyone to succeed, i am really touched with these comments

    • WENDY PATRICIA

      October 13, 2022 at 11:20 pm

      I did my research properly and I must confess, he is actually one of the best trade experts in the world today

    • Arthur Arthur

      October 13, 2022 at 11:23 pm

      Most people think its all about buying crypto and leaving it to Double 😂; it takes much analysis to trade crypto , if not you loose awfully 🙅.

  24. N A

    October 13, 2022 at 11:06 pm

    Peezuh 🍕

    • ⓒ WhatsApp+④⑧⑦②④⑥⑨⑥⓪⑤①

      October 14, 2022 at 1:12 am

      ⤴️⤴️✍️⤴️

  25. Ashton Lee

    October 13, 2022 at 11:14 pm

    Don’t underestimate successful small business owners. Maybe the always sold out pizza are lower margin but keep you waking in the door while the ones you settle for bc your already there you are higher margin.

    • ⓒ WhatsApp+④⑧⑦②④⑥⑨⑥⓪⑤①

      October 14, 2022 at 1:12 am

      For more information 👆✍️

  26. Ace

    October 14, 2022 at 1:40 am

    YANG GANG

  27. Gianetan Sekhon

    October 14, 2022 at 3:30 am

    There seems to be a strong correlation between AI and Pizza 😂

  28. Arsive_ _play

    October 14, 2022 at 4:53 am

    My career in AI started with this legend 🙂

    • No one star

      October 14, 2022 at 8:46 pm

      If you are truly involved with A.I. … could you help me? 🙂

    • gorge

      October 15, 2022 at 9:42 am

      @No one star the first word in your username is the answer.

  29. Lotte

    October 14, 2022 at 5:20 am

    Hearing this precious man makes me not worry about stuff

  30. Dan Miller

    October 14, 2022 at 5:52 am

    No one’s asking why optimizing the number of pizzas cooked in a small shop is a big deal. No one’s asking why finding defects in fabrics at a small T-shirt shop is a big deal. These are obviously huge deals foundational to a company’s success no matter the size.

    The question I want to know is this: How many Friday nights being sold out of Mediterranean pizzas does the shop owner have to go through before they realize they should make more Mediterranean pizzas?? If they can’t use HUMAN intelligence to figure this out, they don’t need to lose more money on an expensive AI system. They need to close their business. But I can’t imagine business owners are that unintelligent.

    And AI determining what ADS to show me has the most value according to your chart? You’ve got to be kidding me! Maybe it has the most value to a platform selling ad space, but it certainly doesn’t help me. I am not a materialistic shopaholic. I only see AI hounding me and annoying me to buy something I already just recently bought. How utterly UNintelligent.

    I want AI to help ME find the best deal when I am actually ready to buy something. I haven’t seen that well executed at all – probably because there’s no money in it (I’ve been using Honey for 4+ years and haven’t earned a single point). AI is all for the benefit of one side to negotiate better against another side. But so far, I’ve only seen it help the rich beat the poor, or snake oil salespeople sucker others.

    • Hyv San

      October 14, 2022 at 6:48 am

      People want to maximize effiency, but for what? To have better lives for the people who they think contribute more. Not for the everyday people.

    • Hyv San

      October 14, 2022 at 6:51 am

      Progress is great and all but taking time off and relaxing has no value to some people. They push workaholism because they got nothing else in their lives. And what would be the end goal of workaholism? It should be freetime. Enjoying life.

  31. Hyv San

    October 14, 2022 at 6:53 am

    This reeks of workaholism and progress without a goal. My goal would be enjoying life, not maximized effiency for the human race.

  32. Wanich Jirachaisingh

    October 14, 2022 at 8:30 am

    Great talk!!

  33. Joyden

    October 14, 2022 at 9:32 am

    After watching, I wanna eat pizzas

  34. No one star

    October 14, 2022 at 8:46 pm

    I am trying to learn more about A.I. and how I can utilize it to help market my work… but I don’t understand how, nor would it be my strength. 😓

    Help? Anyone? Anyone with skills and knowledge? 🙂 I don’t have a lot of money, but I have enough to make it worth it for someone’s legitimate aid! Please? 😊

    • TEXTME 十𝙸(𝟺𝟶𝟿) 𝟸𝟶𝟿 𝟿𝟽𝟽𝟺

      October 14, 2022 at 9:44 pm

      Thanks for watching
      Leave me a msg I’ve got something essential to share ⬆️📩 .

    • average Joe

      October 15, 2022 at 6:14 am

      I don’t think you can use AI to market your work

  35. Saidkamol Sadullayev

    October 15, 2022 at 6:23 am

    Amazing

  36. Modern Mind

    October 15, 2022 at 10:24 am

    Andrew Yang’s counterpart, Andrew Ng.

  37. Nguyen Hue

    October 15, 2022 at 4:43 pm

    i reckon human should not entirely rely on AI it is definitely not a desirable future

  38. PD Videos

    October 16, 2022 at 1:48 am

    2023-2030 A.I will grow exponentially.

  39. Uttamdeep Kaur Mann

    October 16, 2022 at 11:41 am

    Great talk

  40. Jorge Arriagada

    October 16, 2022 at 4:59 pm

    No me weeen po

  41. Daesoo Lee

    October 16, 2022 at 8:49 pm

    My career started with this man. Now doing PhD in AI thanks to him in the first place.

  42. Richard Djarbeng

    October 17, 2022 at 2:09 pm

    Not all AI projects are massive and super expensive that can only be built by computers. Diving into AI I’ve realized that small simple projects can use AI and that it can be a very simple thing to implement for even someone who doesn’t have much experience or background in AI.

  43. SpartanF8

    October 17, 2022 at 5:12 pm

    Winter is coming for AI. Most agencies don’t even have RPA or basic automated scripting completely implemented much less the “data” infrastructure for AI or ML. We are getting close but without certain integrations there just isn’t a cost feasible way forward for most companies. 85% of AI projects fail, look it up. Curb your enthusiasm.

  44. 今宵

    October 17, 2022 at 11:17 pm

    4:00

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CNET

OpenAI’s Sora AI Video Generator First Look

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I tried OpenAI’s Sora AI Video Generator and was blown away by the results but underwhelmed by the limited number of high-resolution video generations and durations.

Read more on CNET.com:
OpenAI Kicks Off a New Era With Sora AI Videos

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#openai #chatgpt #sora #generativeai #aivideo

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If you love watching TED Talks like this one, become a TED Member to support our mission of spreading ideas:

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The TED Talks channel features talks, performances and original series from the world’s leading thinkers and doers. Subscribe to our channel for videos on Technology, Entertainment and Design — plus science, business, global issues, the arts and more. Visit to get our entire library of TED Talks, transcripts, translations, personalized talk recommendations and more.

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