Intersectional Inquiry, on the Ground and in the Algorithm

08/29/2023
by   Shanthi Robertson, et al.
0

This article makes two key contributions to methodological debates in automation research. First, we argue for and demonstrate how methods in this field must account for intersections of social difference, such as race, class, ethnicity, culture, and disability, in more nuanced ways. Second, we consider the complexities of bringing together computational and qualitative methods in an intersectional methodological approach while also arguing that in their respective subjects (machines and human subjects) and conceptual scope they enable a specific dialogue on intersectionality and automation to be articulated. We draw on field reflections from a project that combines an analysis of intersectional bias in language models with findings from a community workshop on the frustrations and aspirations produced through engagement with everyday AI-driven technologies in the context of care.

READ FULL TEXT
research
01/15/2020

Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20)

This is the Proceedings of the AAAI-20 Workshop on Intelligent Process A...
research
12/13/2021

Frontiers in Collective Intelligence: A Workshop Report

In August of 2021, the Santa Fe Institute hosted a workshop on collectiv...
research
05/22/2023

This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models

Bias research in NLP seeks to analyse models for social biases, thus hel...
research
10/24/2022

Embodied, Situated, and Grounded Intelligence: Implications for AI

In April of 2022, the Santa Fe Institute hosted a workshop on embodied, ...
research
03/28/2020

Towards Automating the AI Operations Lifecycle

Today's AI deployments often require significant human involvement and s...
research
04/27/2022

Advantages of maintaining a multi-task project-specific bot: an experience report

Bots are becoming a popular method for automating basic everyday tasks i...
research
06/13/2018

Robot Design: Formalisms, Representations, and the Role of the Designer

The objective of this paper is to distill the following essential idea f...

Please sign up or login with your details

Forgot password? Click here to reset