The responsible foundation model development cheatsheet: A review of tools & resources

S Longpre, S Biderman, A Albalak… - arXiv preprint arXiv …, 2024 - arxiv.org
Foundation model development attracts a rapidly expanding body of contributors, scientists,
and applications. To help shape responsible development practices, we introduce the …

The Files are in the Computer: Copyright, Memorization, and Generative AI

AF Cooper, J Grimmelmann - arXiv preprint arXiv:2404.12590, 2024 - arxiv.org
A central issue in copyright lawsuits against generative-AI companies is the degree to which
a generative-AI model does or does not" memorize" the data it was trained on. Unfortunately …

[PDF][PDF] Between Randomness and Arbitrariness: Some Lessons for Reliable Machine Learning at Scale (The Short Version)

AF Cooper - Available at SSRN 4860005, 2024 - afedercooper.info
This document contains the introductory chapter of the dissertation,“Between Randomness
and Arbitrariness: Some Lessons for Reliable Machine Learning at Scale,” which was …

[PDF][PDF] The Files are in the Computer: Copyright, Memorization, and Generative AI

AG AI - afedercooper.info
The Files are in the Computer: Copyright, Memorization, and Generative AI Page 1 The Files
are in the Computer: Copyright, Memorization, and Generative AI A. Feder Cooper* James …