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Panelist15 Aug 2025Online

Prototyping Ethics

GAFAI Insights, inaugural webinar

The first GAFAI Insights session: how to build ethics, bias checks and AML controls into AI and fintech products at the prototype stage, not after launch.

The inaugural GAFAI Insights webinar, with fellow panelists Shiva Dehghan, Hawwa A. H. Hanjara and Elzira Batyrbekova, moderated by Sanjeev Kothari.

What we talked about

  • Designing AI that has to work across different legal and ethical systems.
  • Building trust in fintech by putting anti money laundering checks into the prototype from day one.
  • Tools that read emotion or behaviour, and the duty to protect the person on the other end.
  • Accountability, and how "harm" means different things in different places.
  • Bias as the default in data, not a rare bug.
  • Moving fast without skipping the question "who could this hurt?"

My full notes from the session are in the article linked below.

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