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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

2026 Delaware County Bench Bar presentation: "Playing the A.I. Odds in Modern Law"

2026 Delaware County Bench Bar presentation: "Playing the A.I. Odds in Modern Law"

Josh Waterston led a panel with Judge Amoroso, Judge Whelan (sitting in for Judge Berry), and DCBA immediate past president Mike Davey. The panel discussed AI tools for lawyers, ethical requirements and court sanctions, use of AI by judges, and ways for judges and lawyers to move forward effectively in this fast-changing environment. This year's conference was held at the Borgata Hotel and Casino, but the panel cautioned lawyers not to gamble when using AI tools.

Josh Waterston

June 11, 2026

Video: Josh Waterston's interview on Money Matters TV about AI in the Workplace

Video: Josh Waterston's interview on Money Matters TV about AI in the Workplace

Josh Waterston joined host Robin Bond, Esq. to discuss how AI is changing employment, and how employers and employees can adapt to a world in which applicants and employers are both using AI in the hiring process.

Josh Waterston

June 3, 2026

2026 PBI Technology Law Update presentation: "Artificial Intelligence Licensing, Autonomous Systems, and Emerging Legal Risks"

2026 PBI Technology Law Update presentation: "Artificial Intelligence Licensing, Autonomous Systems, and Emerging Legal Risks"

In this presentation, Fred Wilf and Lewis Sorokin discussed intellectual property issues in artificial intelligence and related technologies at the Pennsylvania Bar Institute's annual Technology Law Update, including addressing issues related to software licensing, ownership and use of AI-generated outputs, autonomous systems, and legal risks and mitigation strategies.

Fred Wilf, Lewis Sorokin

May 26, 2026

2026 DCBA presentation: "How to Leverage AI in Litigation"

2026 DCBA presentation: "How to Leverage AI in Litigation"

Josh Waterston presented "How to Leverage AI in Litigation" on April 28, 2026 with CNECT Legal, co-hosted by the Delaware County Paralegal Association and the Delaware County Bar Association. We discussed practical ways to use AI for case preparation and organization, new AI tools to streamline depositions and trial practice, and how to comply with legal and ethical requirements. CNECT Legal slides shared with permission.

Josh Waterston

April 28, 2026

2026 PBI Technology Institute presentation: "IP Law Relating to Technology"

2026 PBI Technology Institute presentation: "IP Law Relating to Technology"

Lewis Sorokin's presentation with Ed Howard at PBI's annual Technology Institute. They discussed the intersection of intellectual property law and modern technology. Attendees learned about key issues including software licensing, AI-generated works, patent considerations for tech innovations, and practical strategies for protecting client IP in a digital world.

Lewis Sorokin

March 20, 2026

2026 PBI Technology Institute presentation: "Data Breach Response"

2026 PBI Technology Institute presentation: "Data Breach Response"

Fred Wilf's presentation with Joe Saporito at PBI's annual Technology Institute. Even with strong preventive measures, breaches can occur. Fred and Joe outlined immediate steps that attorneys should take after a cybersecurity incident, including client notification, mitigating damages, regulatory reporting, and lessons for strengthening future security.

Fred Wilf

March 20, 2026

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