

E6: AI Ethics, Data Governance, & Training Challenges with Giada Pistilli
Oct 19, 2023
Giada Pistilli, Principal Ethicist at Huggingface, discusses AI ethics and data governance. Topics include training data inconsistencies, potential biases in AI, ethical training guidelines, 'moral charter' in AI models, and hazards of 'Ethics Shopping'.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
Building and Training Large Language Models: Fairness and Ethics
01:31 • 11min
Interdisciplinary Effort, Data Governance, and Operationalizing Fairness in Big Science
13:00 • 4min
Building an Ethical Framework and Addressing Bias in AI Models
17:13 • 20min
Text to Image Models: A Comparative Analysis
37:34 • 7min
Importance of Evaluating AI Models and Measuring Biases
44:07 • 8min