Agathe Balayn is a Postdoctoral Researcher at Microsoft Research in the FATE group, that’s Fairness, Accountability, Transparency, and Ethics in AI, based in New York City.
Agathe’s work examines the interactions between machine learning systems and the real world, highlighting instances where these systems can cause unintended harm.
She looks beyond the algorithms to examine the social, organizational, and policy ecosystems surrounding AI.
With Agathe, we talked about:
00:04 Intro
01:04 Agathe’s international journey
03:20 Where did Agathe's love for science begin?
06:16 Craziest robot at the French Cup
09:46 What receiving the L’Oréal-UNESCO award meant to Agathe
12:24 Why are there still fewer women in STEM, and how would Agathe convince more women to enter science
19:00 Agathe's research work at Microsoft
20:22 AI Governance
22:56 AI Regulation and Policy
23:53 Risks and Potential Harms of AI
26:34 Agathe's work in Bias and Inequality in AI
31:22 Examples of Bias in AI: Google Lens Problems, Police, Dutch Benefits Scandal
35:20 How private companies like Microsoft, OpenAI, Google balance Commercial Needs vs Ethics in AI
39:04 How does the Political Landscape influence AI Development?
43:30 What are the top Risks related to AI as of Today?
46:48 The most exciting AI Development that will help Humanity move forward
50:16 AI vs Human: True or Not?
56:12 SHARE SOME LOVE: Subscribe, like, comment, and share!
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Connect with Agathe:
https://www.linkedin.com/in/agathe-balayn-4bb365111/
Agathe's recommendations:
👉 Agathe's profile https://agathe-balayn.github.io/
👉 Agathe's publications https://scholar.google.com/citations?user=6St85n0AAAAJ&hl=en
👉 The FATE team https://www.microsoft.com/en-us/research/theme/fate/
👉 The robot competition: HEBOCON: https://hebocon.org/
👉 https://www.unige.ch/fapse/grire/equipe/isabelle-collet