Season 7

  • 1: With AIs Wide Open

    Are today’s large language models too hot to handle? Bridget Todd digs into the risks and rewards of opening up the tech that makes ChatGPT talk. Show Notes

    Published: October 10, 2023

    Are today’s large language models too hot to handle? Bridget Todd digs into the risks and rewards of open sourcing the tech that makes ChatGPT talk.

    In their competitive rush to release powerful LLMs to the world, tech companies are fueling a controversy about what should and shouldn’t be open in generative AI.

    In this episode, we meet open source research communities who have stepped up to develop more responsible machine learning alternatives.

    David Evan Harris worked at Meta to make AI more responsible and now shares his concerns about the risks of open large language models for disinformation and more.

    Abeba Birhane is a Mozilla advisor and cognitive scientist who calls for openness to facilitate independent audits of large datasets sourced from the internet.

    Sasha Luccioni is a researcher and climate lead at Hugging Face who says open source communities are key to developing ethical and sustainable machine learning.

    Andriy Mulyar is founder and CTO of Nomic, the startup behind the open source chatbot GPT4All, an offline and private alternative to ChatGPT.

    IRL: Online Life is Real Life is an original podcast from Mozilla, the non-profit behind Firefox. In Season 7, host Bridget Todd talks to AI builders that put people ahead of profit.

    Episode transcript
  • 2: The Humans in the Machine

    They’re the essential workers of AI — yet mostly invisible and exploited. Does it have to be this way? Bridget Todd talks to data workers and entrepreneurs calling for change. Show Notes

    Published: October 24, 2023

    They’re the essential workers of AI — yet mostly invisible and exploited. Does it have to be this way? Bridget Todd talks to data workers and entrepreneurs pushing for change.

    Millions of people work on data used to train AI behind the scenes. Often, they are underpaid and even traumatized by what they see. In this episode: a company charting a different path; a litigator holding big tech accountable; and data workers organizing for better conditions.

    Thank you to Foxglove and Superrr for sharing recordings from the the Content Moderators Summit in Nairobi, Kenya in May, 2023.

    Richard Mathenge helped establish a union for content moderators after surviving a traumatic experience as a contractor in Kenya training Open AI’s ChatGPT.

    Mercy Mutemi is a litigator for digital rights in Kenya who has issued challenges to some of the biggest global tech companies on behalf of hundreds of data workers.

    Krista Pawloski is a full time data worker on Amazon’s Mechanical Turk platform and is an organizer with the worker-led advocacy group, Turkopticon.

    Safiya Husain is the co-founder of Karya, a company in India with an alternative business model to compensate data workers at rates that reflect the high value of the data.

    IRL: Online Life is Real Life is an original podcast from Mozilla, the non-profit behind Firefox. In Season 7, host Bridget Todd talks to AI builders that put people ahead of profit.

    Episode transcript