← TED Talks Daily
How bad data keeps us from good AI | Mainak Mazumdar artwork

How bad data keeps us from good AI | Mainak Mazumdar

TED Talks Daily
10:27
Play episode

Show notes

The future economy won't be built by people and factories, but by algorithms and artificial intelligence, says data scientist Mainak Mazumdar. But what happens when these algorithms get trained on biased data? Drawing on examples from Shanghai to New York City, Mazumdar shows how less-than-quality data leads to AI that makes wrong decisions and predictions -- and reveals three infrastructural resets needed to make ethical AI possible. Vote for our show in the Signal Awards for Most Inspirational podcast! Hosted on Acast. See acast.com/privacy for more information.

More from this show

More
  1. AI brain fry is real. Here’s what leaders can do | Julie Bedard

    Workers everywhere are quietly redesigning their jobs around AI, boosting productivity but also creating new kinds of problems. AI advisor Julie Bedard thinks she has a fix. She sh…

    11:25
  2. Why it's so hard to listen when you disagree | Emily Kasriel

    Do you avoid talking to people you disagree with? Author and mediator Emily Kasriel thinks you should try it out. She explains why engaging with ideas that bother you is one of the…

    13:32
  3. How to make parenting less lonely | Stacey McLachlan

    When parents first have kids, some risk entering “the loneliest decade,” where they fall out of touch with friends. Writer Stacey McLachlan decided to do something different when s…

    20:26
  4. Sunday Pick: Can AI really teach your kids? with Leah Belsky | from WorkLife with Molly Graham

    Technology has been promising to revolutionize education for a long time. Online learning, smartphones, and even asynchronous classes during COVID seemed for a while like they migh…

    51:09
  5. Why the future is human ... plus AI | Sal Khan and Esther Perel

    As AI reshapes work, school and love, what part of being human can't a machine take over? In a wide-ranging conversation, psychotherapist Esther Perel and TED's vision steward Sal…

    23:39
  6. The three words that saved my life | Blake Mycoskie

    On paper, Blake Mycoskie is a glowing success story: he founded TOMS Shoes, building a global brand that has given away more than 100 million pairs of shoes to children in need. Ye…

    18:48
Now Playing
How bad data keeps us from good AI | Mainak Mazumdar — TED Talks Daily | Podcast | Josplay Music