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Artificial Intelligence & Machine Learning

Leading Legal Guidance in the Age of AI Innovation

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As artificial intelligence reshapes industries and business models, organizations need legal counsel that understands both the technical foundations and evolving legal landscape of AI. Our attorneys combine deep technical expertise with advanced AI governance training, including certifications from IAPP and Wharton Online, to provide comprehensive guidance on technology contracts, privacy law, internet policies, and intellectual property protection in the AI space.

Our Expertise Across the AI Landscape

AI Development Companies

We understand the unique challenges faced by companies developing AI solutions. Our services include:

  • Drafting and negotiating AI development agreements

  • Structuring data licensing and model training frameworks

  • Developing comprehensive IP protection strategies

  • Creating model deployment agreements

  • Advising on training data compliance

  • Structuring testing and validation protocols

  • Crafting AI warranties and limitations of liability

Enterprise AI

Implementation For organizations implementing AI solutions, we offer focused legal support:

  • Drafting and negotiating AI procurement agreements

  • Advising on compliance with AI governance frameworks

  • Developing implementation and integration agreements

  • Creating acceptable use policies

  • Advising on data processing requirements

  • Structuring vendor assessment programs

  • Managing algorithmic accountability

AI Platform Providers

We provide specialized support for AI platform companies:

  • Negotiating platform access agreements

  • Developing terms of service for AI platforms

  • Advising on compliance with emerging AI regulations

  • Crafting API licensing agreements

  • Advising on model deployment requirements

  • Structuring partnership agreements

  • Managing compute resource commitments

Our Focused Approach to AI Law and Governance

AI Contract Excellence. We excel in drafting and negotiating agreements that address the unique aspects of AI systems, including data rights, model ownership, and performance metrics.

Regulatory Compliance. We help you navigate the rapidly evolving landscape of AI regulation:

  • EU AI Act requirements and compliance

  • US state and federal AI regulations

  • Industry-specific AI guidelines

  • Algorithmic accountability frameworks

  • AI risk assessment protocols

 

AI Ethics and Governance. We develop comprehensive frameworks that promote responsible AI development:

  • AI ethics policies and guidelines

  • Bias testing and mitigation protocols

  • Model governance frameworks

  • Transparency requirements

  • Fairness assessments

 

Comprehensive IP Protection. We offer specialized IP services for AI innovation:

  • Trademark Strategy: Protection for AI-powered products and services

  • Copyright Protection: Securing rights in AI-generated content

  • Trade Secret Programs: Safeguarding proprietary algorithms and models

  • Patents: While we don't file or prosecute patent applications, we maintain a network of trusted patent attorneys and can provide introductions. We also work with you and your patent counsel on patent strategy, licensing, and transfer.

 

Emerging AI Issues. Our attorneys stay at the forefront of emerging AI legal issues:

  • Language Models, Foundation Models

  • Generative AI

  • Reasoning Models

  • Agentic AI

  • Edge AI and IoT Integration

  • AI in Regulated Industries

  • Open Source AI

Why Choose Us

Implementation. For organizations implementing AI solutions, we offer focused legal support:

  • Drafting and negotiating AI procurement agreements

  • Advising on compliance with AI governance frameworks

  • Developing implementation and integration agreements

  • Creating acceptable use policies

  • Advising on data processing requirements

  • Structuring vendor assessment programs

  • Managing algorithmic accountability

Presentations

When Fake Becomes Real: Musicians Meet AI

When Fake Becomes Real: Musicians Meet AI

Josh Waterston participated in a CLE panel, which involved a spirited discussion on the rights of musicians and the public when artificial intelligence can make it difficult to tell what is real.

Josh Waterston

June 7, 2023

2023 PBI Technology Institute presentation on Intellectual Property Protection for Generative AI Creations

2023 PBI Technology Institute presentation on Intellectual Property Protection for Generative AI Creations

A presentation by Fred Wilf and Josh Waterston on the intersection of Intellectual Property and AI. They discussed existing copyright authorship requirements and reviewed how these may be applied to works derived from AI.

Fred Wilf, Josh Waterston

March 28, 2023

Video: Intellectual Property Protection for Generative AI Creations - 2023 Trenton Computer Festival

Video: Intellectual Property Protection for Generative AI Creations - 2023 Trenton Computer Festival

Recording of Fred Wilf's presentation and Q&A at the world's oldest and longest-running technology fair, regarding the intersection of Intellectual Property and AI. Fred discussed existing copyright authorship requirements, and reviewed how these may be applied to works derived from AI.

Fred Wilf, Josh Waterston

March 17, 2023

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