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Linux Foundation

OpenDataology: Fixing Dataset Licensing for AI - A Call to Arms

Linux Foundation via YouTube

Overview

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This talk presents OpenDataology, an open source initiative for assessing and documenting license compliance risks in publicly available datasets used for AI software. It discusses fragmented license terms, project tools and contributor roles, and enhancements to SPDX for dataset license analysis.

Syllabus

Introduction
About Gopi
Disclaimer
Project Logo
Shoutouts
How to Get Data
Licenses
Rights
Challenges
Project Aims
Project Process
Extract License
Extract Metadata
Data License Format
Tagging Distribution
The Only Difference
The Problem
Custom Licenses
Standard Licenses
Montreal Data License Research Paper
Risks
Other Scary Aspects
OpenDataology
Four Key Thrusts
Tools
Generating a License
Community
Standards Community
Conclusion
Dataset Licensing

Taught by

Linux Foundation

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