Player FM 앱으로 오프라인으로 전환하세요!
AI’s Legal and Ethical Implications with Sandra Wachter - #521
Manage episode 302955989 series 2355587
Today we’re joined by Sandra Wacther, an associate professor and senior research fellow at the University of Oxford.
Sandra’s work lies at the intersection of law and AI, focused on what she likes to call “algorithmic accountability”. In our conversation, we explore algorithmic accountability in three segments, explainability/transparency, data protection, and bias, fairness and discrimination. We discuss how the thinking around black boxes changes when discussing applying regulation and law, as well as a breakdown of counterfactual explanations and how they’re created. We also explore why factors like the lack of oversight lead to poor self-regulation, and the conditional demographic disparity test that she helped develop to test bias in models, which was recently adopted by Amazon.
The complete show notes for this episode can be found at twimlai.com/go/521.
699 에피소드
AI’s Legal and Ethical Implications with Sandra Wachter - #521
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Manage episode 302955989 series 2355587
Today we’re joined by Sandra Wacther, an associate professor and senior research fellow at the University of Oxford.
Sandra’s work lies at the intersection of law and AI, focused on what she likes to call “algorithmic accountability”. In our conversation, we explore algorithmic accountability in three segments, explainability/transparency, data protection, and bias, fairness and discrimination. We discuss how the thinking around black boxes changes when discussing applying regulation and law, as well as a breakdown of counterfactual explanations and how they’re created. We also explore why factors like the lack of oversight lead to poor self-regulation, and the conditional demographic disparity test that she helped develop to test bias in models, which was recently adopted by Amazon.
The complete show notes for this episode can be found at twimlai.com/go/521.
699 에피소드
모든 에피소드
×플레이어 FM에 오신것을 환영합니다!
플레이어 FM은 웹에서 고품질 팟캐스트를 검색하여 지금 바로 즐길 수 있도록 합니다. 최고의 팟캐스트 앱이며 Android, iPhone 및 웹에서도 작동합니다. 장치 간 구독 동기화를 위해 가입하세요.