An introduction to critical AI studies
Rachel Bergmann
Social Media Collective, Microsoft Research New England
BU Guest Lecture Fall 2020

1. Who am I?
2. What is critical AI studies?
3. Deep dive into current project
Microsoft Research New England

Social Media Collective



Science & Tech Studies
Comm & Cultural Studies
Anthropology
Sociology
History
Information science
Political theory, governance

Critical Algorithm Studies & Critical AI Studies
Room for data scientists in our field!


Undergraduate and PhD internships at Microsoft Research

Whose SharedPlans? Scripts, Collaboration, and Feminist AI Research
Rachel Bergmann
Social Media Collective, Microsoft Research New England
BU Guest Lecture Fall 2020

Critical histories of computing




Credit: flashbak.com


Sidner, Candace. “On Being a Woman at MIT: Or, How to Miss the Stumbling Blocks in Graduate Education.” Association for Women in Mathematics Newsletter 12, no. 1 (February 1982): 13–17.

Sidner, Candace. “On Being a Woman at MIT: Or, How to Miss the Stumbling Blocks in Graduate Education.” Association for Women in Mathematics Newsletter 12, no. 1 (February 1982): 13–17.



Schank & Abelson (1977):
Scripts, goals and understanding
SharedPlans

SharedPlans



SharedPlans
NLP for conversations, not just Q & A pairs
Incorporated different knowledge and beliefs of users
Assumes user will go
"off-script"

Resonances in Science & Technology Studies





Epistemological limitations



Tech worker movements

In conclusion
These women worked to make computer science departments more open and welcoming spaces.
Reflecting on historical precedents can help us imagine paths for building technologies in new and more equitable directions.
Their feminist AI protocol included research methods, values, and practices rooted in community, interdisciplinarity, and care.
Thank you!
Rachel Bergmann
@rachbgm
Social Media Collective, Microsoft Research
BU Guest Lecture Dec 2020
By Rachel Bergmann
BU Guest Lecture Dec 2020
Rachel Bergmann's presentation for Lance's class
- 126