Marisela Gutierrez Lopez - Senior Research Associate, School of Sociology, Politics and International Studies
Marisela Gutierrez Lopez
BDFI, 65 Avon St
Reimagining Explainable AI: a sociotechnical approach to explain machine learning decision making
Please join us at the Sheds for a co-presented seminar with Marisela Gutierrez Lopez and LV=General Insurance, part of Allianz.
Speakers:
Dr Marisela Gutierrez Lopez, BDFI
Dr Merve Alanyali, LV=General Insurance
Kieran Billingham, LV=General Insurance
Content:
In this talk, we present an overview of our 3-year project, focusing on:
- The partnership: reflecting on the insights gained from setting up an interdisciplinary collaboration between academia and industry
- The fieldwork: exploring how sociotechnical approaches can be mobilised to reframe explanations for machine learning and intervene on how explanations are ‘done’
- The outcomes: discussing how we extended the concept of XAI at LV=GI, breaking down the linear model of impact by re-positioning expertise to a joint engineering/social science collaboration
The results of our project underscore the importance of engaged, interdisciplinary research in critiquing as well as shaping AI practice.
You can book your in-person or online place on Eventbrite.
Contact information
bdfi-enquiries@bristol.ac.uk