
Arama Sonuçları: "#impactsofAI"
20 sonuç
In 2023, I published 2 articles on #AI
Q&A on the #impactsofAI, the human side of AI and fear of AI
tangenghui.com/information-te…
Fireside Chat with Temus and Qlik on 8th May 2023 – Key Takeaways on AI
tangenghui.com/information-te…
More AI articles coming soon in 2024!
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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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"Each data point is a person"!
Great workshop on navigating the broader impacts of #AI research
#ImpactsOfAI #NeurIPS2020
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"I'm not ready to always have an alternative ready just because you're not ready to engage with critiques of your work" - Tawama Petty @Combsthepoet #ImpactsOfAI #NeurIPS2020
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If you're attending #NeurIPS2020, you can watch more amazing panels or join the conversation in the Navigating the Broader #ImpactsOfAI Research Rocket Chat
nbiair.com/index.html
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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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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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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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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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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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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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We need considerations of the broader #ImpactsOfAI research at every stage in the research-to-practice pipeline, says @hannawallach, and to do that, people need education on how to think through these issues and incentives to apply that education
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Researchers often aren't prepared to consider the broader #ImpactsOfAI research that they're developing because they don't have any training in it
“Great! You’re learning about kernel methods for classification, but what about the ethics of classifying people in the first place?”
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Navigating Broader #ImpactsOfAI Research is different from research ethics (IRBs, etc) altho they are certainly not mutually exclusive
Research done unethically may not yield AI of great or harmful impact and, conversely, ethical research practices don't guard against AI harms
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Up early on my Saturday to attend the Navigating Broader #ImpactsOfAI Research Workshop at #NeurIPS2020
nbiair.com/index.html
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