• Strategic Implications of AI in Humanitarian Work

  • 2024/12/19
  • 再生時間: 53 分
  • ポッドキャスト

Strategic Implications of AI in Humanitarian Work

  • サマリー

  • How should we think strategically about AI, address its emerging challenges, and approach solutions with realistic expectations? In the inaugural episode of Humanitarian Frontiers in AI, hosts Nasim Motalebi and Chris Hoffman are joined by Michael Tjalve from Humanitarian AI Advisory, Hovig Etyemezian from UNHCR, and Nick Thompson of The Atlantic. Together, they delve into the efficiencies and complexities of AI today and its profound implications for the humanitarian sector. Guests share insights on mitigating risks, the critical importance of involving intended audiences in the AI development process, and much more. The discussion navigates the delicate balance between the costs of error and efficiency, emphasizing the necessity of deeply understanding the tools you use—or collaborating with someone who does. Finally, the episode underscores the risks of rejecting AI adoption in humanitarian work, highlighting how such resistance can shift power to those perpetuating crises rather than those striving to resolve them. Join us for a pragmatic look at how AI strategy can be implemented to ethically and effectively support humanitarian efforts around the world. Thanks for listening.


    Key Points From This Episode:

    • Welcoming listeners and guests, Nick Thompson, Michael Tjalve, and Hovig Etyemezian.
    • This episode’s topic: thinking strategically about AI and problem-solving using artificial general intelligence.
    • Nick weighs in on what this might mean for the humanitarian sector.
    • Michael’s perspective on beneficiary-facing versus internal tools.
    • Avoiding risks associated with AI by involving the client in the development process.
    • What to take into account with regard to the cost of error.
    • Understanding what is lost when the human element is extracted in favor of an algorithm.
    • Balancing the efficiency that AI can create for humanitarian work with the challenges and the threat of inaccuracy it poses.
    • Why it is so important to have an in-depth understanding of the AI tools that you choose to use.
    • Hovig’s perspective on what is truly necessary to use AI effectively in the humanitarian world.
    • Unpacking the cost of error and efficiency.
    • The relationship between objective and outcome in the context of AI.
    • Costs associated with AI and who is responsible for them.
    • Considering whether or not there is room to partner with other companies to deploy solutions.
    • Capacity building through language models.
    • Understanding risk while developing strategies.
    • Rapid fire questions for each guest.
    • Nasim and Chris reflect on the pragmatism and expertise shared during the first episode.

    Links Mentioned in Today’s Episode:

    Nicholas Thompson on LinkedIn
    Nick Thompson

    Nick Thompson on X
    The Atlantic

    Michael Tjalve on LinkedIn

    Humanitarian AI Advisory

    Hovig Etyemezian on LinkedIn
    Hovig Etyemezian on X
    UNHCR
    Nasim Motalebi
    Nasim Motalebi on LinkedIn
    Chris Hoffman on LinkedIn

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あらすじ・解説

How should we think strategically about AI, address its emerging challenges, and approach solutions with realistic expectations? In the inaugural episode of Humanitarian Frontiers in AI, hosts Nasim Motalebi and Chris Hoffman are joined by Michael Tjalve from Humanitarian AI Advisory, Hovig Etyemezian from UNHCR, and Nick Thompson of The Atlantic. Together, they delve into the efficiencies and complexities of AI today and its profound implications for the humanitarian sector. Guests share insights on mitigating risks, the critical importance of involving intended audiences in the AI development process, and much more. The discussion navigates the delicate balance between the costs of error and efficiency, emphasizing the necessity of deeply understanding the tools you use—or collaborating with someone who does. Finally, the episode underscores the risks of rejecting AI adoption in humanitarian work, highlighting how such resistance can shift power to those perpetuating crises rather than those striving to resolve them. Join us for a pragmatic look at how AI strategy can be implemented to ethically and effectively support humanitarian efforts around the world. Thanks for listening.


Key Points From This Episode:

  • Welcoming listeners and guests, Nick Thompson, Michael Tjalve, and Hovig Etyemezian.
  • This episode’s topic: thinking strategically about AI and problem-solving using artificial general intelligence.
  • Nick weighs in on what this might mean for the humanitarian sector.
  • Michael’s perspective on beneficiary-facing versus internal tools.
  • Avoiding risks associated with AI by involving the client in the development process.
  • What to take into account with regard to the cost of error.
  • Understanding what is lost when the human element is extracted in favor of an algorithm.
  • Balancing the efficiency that AI can create for humanitarian work with the challenges and the threat of inaccuracy it poses.
  • Why it is so important to have an in-depth understanding of the AI tools that you choose to use.
  • Hovig’s perspective on what is truly necessary to use AI effectively in the humanitarian world.
  • Unpacking the cost of error and efficiency.
  • The relationship between objective and outcome in the context of AI.
  • Costs associated with AI and who is responsible for them.
  • Considering whether or not there is room to partner with other companies to deploy solutions.
  • Capacity building through language models.
  • Understanding risk while developing strategies.
  • Rapid fire questions for each guest.
  • Nasim and Chris reflect on the pragmatism and expertise shared during the first episode.

Links Mentioned in Today’s Episode:

Nicholas Thompson on LinkedIn
Nick Thompson

Nick Thompson on X
The Atlantic

Michael Tjalve on LinkedIn

Humanitarian AI Advisory

Hovig Etyemezian on LinkedIn
Hovig Etyemezian on X
UNHCR
Nasim Motalebi
Nasim Motalebi on LinkedIn
Chris Hoffman on LinkedIn

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