Arama Sonuçları: "#ImpactsofAI"

16 sonuç
Sam Gregory
Sam Gregory@SamGregory·
Great discussion @ #ImpactsOfAI session at #NeurIPS2020 - w. @s010n @AshleyCasovan, @timnitGebru, @shakir_za @metaviv on strategies for identifying/mitigating risks. Thread 👇🏻by @rajiinio gives great overview relevant to @witnessorg work re better approaches #SyntheticMedia risk
Deb Raji@rajiinio

AHH - final panels of the day! @s010n leading this amazing group, including @timnitGebru who was generous enough to join us after such an insanely hectic week! The first of these panels will be focusing on concrete strategies to mitigate/reflect on broader impacts of research.

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it's B! Cavello 🐝
it's B! Cavello 🐝@b_cavello·
Additionally, Heather Douglas points out that, while we can learn from other fields, "as a researcher, you're there first." ML researchers who are at the cutting edge of their fields are also closest to the work and might be best situated to think about the potential #ImpactsOfAI
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Deb Raji
Deb Raji@rajiinio·
THIS IS MY PANEL, COME WATCH 🙂 #ImpactsofAI #NBIAIR2020 neurips.cc/virtual/2020/p… We're going to get into some real, uncomfortable talk about just how hurtful bad research practice can be & how poor reflection on downstream impacts is something that affects real people.
Deb Raji@rajiinio

Then, I'll chair two panels back-to-back. One discussion with @annaeveryday, @nunuska, @vinayprabhu, @undersequoias & Sherry, an organizer and Mturk worker. We'll talk about how AI hurts people & the changes the field needs to make to adapt our default thinking about this.

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it's B! Cavello 🐝
it's B! Cavello 🐝@b_cavello·
AI/ML researchers may feel intimidated or even threatened by the prospect of being asked to evaluate #ImpactsOfAI when they have expertise in these matters. “I don’t think… feeling unprepared should be a source of embarrassment” says @IasonGabriel. This is a community effort!
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it's B! Cavello 🐝
it's B! Cavello 🐝@b_cavello·
Despite these fears, there IS value in developing structures for navigating the broader #ImpactsOfAI research at the journal or conference level. “Papers are the coin of the realm. If you change how you get the coins, you change the field” says @bhecht
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it's B! Cavello 🐝
it's B! Cavello 🐝@b_cavello·
Are you in a community that's implemented an ethical review process (for navigating broader #ImpactsOfAI OR in other non-AI fields)? Do you have an excellent example of a #NeurIPS2020 impact statement? @jennwvaughan would like to hear from you!
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Michael Zimmer
Michael Zimmer@michaelzimmer·
Deb Raji@rajiinio

@bhecht coming in with 🔥 “It was alarming to see some uninformed perspectives on the impact statements coming from even well established ML experts and leaders. Frankly, it’s an embarrassment to the field and speaks very poorly about our intellectual rigor.”

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it's B! Cavello 🐝
it's B! Cavello 🐝@b_cavello·
Maybe our situation isn't a Gordian Knot! This situation may not be intractable. But to figure that out, we need more people considering the broader #ImpactsOfAI at all stages of the process including from the inception in research.
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