An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists
Association for Computing Machinery (ACM) via YouTube
Overview
Explore an action-oriented AI policy toolkit designed for community advocates and activists to conduct technology audits in this 21-minute conference talk from FAccT 2021. Delve into the Algorithmic Equity Toolkit, which includes a flowchart, system map, and fill-in-the-blank components to assess AI systems. Learn about the research behind the toolkit, including surveys of policy makers and a pilot workshop. Discover how to evaluate accuracy, error rates, and potential injustices in AI implementations. Gain insights into practical tools for promoting algorithmic equity and get involved in this important work to ensure fair and responsible use of AI technologies in communities.
Syllabus
Introduction
Research Problem
Algorithmic Equity Toolkit
Background
Research
Survey
Policy Makers
The Flowchart
The System Map
The Fill in the Blank
Accuracy and Error
Injustice
Pilot Workshop
Flowchart
Questionnaire
Get Involved
Taught by
ACM FAccT Conference