Area of Expertise

Artificial Intelligence & Machine Learning

Matter Type

Copyright / Generative AI

Role

Consulting Expert

Overview

Avia was retained as a consulting expert in connection with litigation involving the use of copyrighted material in the development and training of machine learning technologies.

The matter involves technical questions surrounding how large language models are trained, how content is collected and processed within training datasets, and the relationship between source content and generated outputs.

Key Technical Issues

  • Large language model architecture
  • AI training datasets
  • Content ingestion and processing
  • Copyrighted material within training workflows
  • Model outputs and content generation
  • Generative AI technologies

Representative Matter

Consulting engagement regarding the use of copyrighted material in developing machine learning technologies.

Court

United States District Court for the Southern District of New York

Case Number

1:23-cv-11195

Related Expertise

Artificial Intelligence & Machine Learning

Technical expertise for complex litigation

Avia provides end-to-end technical consulting to support high-stakes, technology-driven cases.

Expertise

Artificial Intelligence & ML
Data Privacy & Cybersecurity
Telecommunications Systems
Software & Platforms

Contact

Ottawa, Canada

Serving clients across the United States & Canada

EMAIL US

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