Artificial Intelligence & Machine Learning
Leading Legal Guidance in the Age of AI Innovation

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 IAPP's AIGP certification), 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:
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Drafting and negotiating AI development agreements
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Structuring data licensing and model training frameworks
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Developing comprehensive IP protection strategies
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Creating model deployment agreements
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Advising on training data compliance
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Structuring testing and validation protocols
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Crafting AI warranties and limitations of liability
Enterprise AI
Implementation For organizations implementing AI solutions, we offer focused legal support:
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Drafting and negotiating AI procurement agreements
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Advising on compliance with AI governance frameworks
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Developing implementation and integration agreements
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Creating acceptable use policies
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Advising on data processing requirements
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Structuring vendor assessment programs
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Managing algorithmic accountability
AI Platform Providers
We provide specialized support for AI platform companies:
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Negotiating platform access agreements
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Developing terms of service for AI platforms
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Advising on compliance with emerging AI regulations
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Crafting API licensing agreements
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Advising on model deployment requirements
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Structuring partnership agreements
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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:
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EU AI Act requirements and compliance
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US state and federal AI regulations
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Industry-specific AI guidelines
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Algorithmic accountability frameworks
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AI risk assessment protocols
AI Ethics and Governance. We develop comprehensive frameworks that promote responsible AI development:
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AI ethics policies and guidelines
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Bias testing and mitigation protocols
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Model governance frameworks
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Transparency requirements
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Fairness assessments
Comprehensive IP Protection. We offer specialized IP services for AI innovation:
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Trademark Strategy: Protection for AI-powered products and services
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Copyright Protection: Securing rights in AI-generated content
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Trade Secret Programs: Safeguarding proprietary algorithms and models
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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:
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Language Models, Foundation Models
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Generative AI
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Reasoning Models
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Agentic AI
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Edge AI and IoT Integration
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AI in Regulated Industries
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Open Source AI
Why Choose Us
Implementation. For organizations implementing AI solutions, we offer focused legal support:
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Drafting and negotiating AI procurement agreements
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Advising on compliance with AI governance frameworks
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Developing implementation and integration agreements
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Creating acceptable use policies
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Advising on data processing requirements
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Structuring vendor assessment programs
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Managing algorithmic accountability
Presentations
Video: Josh Waterston's interview on Money Matters TV about AI Agents
Josh Waterston joined host Robin Bond, Esq. to explain the difference between AI agents and chatbots, and why that difference creates new legal risks for businesses. They discussed who is liable when an agent causes problems, and the critical importance of negotiated contract terms. Josh also covered practical governance steps, such as building in a kill switch and making sure knowledgeable stakeholders own the process and have the ear of leadership.
Josh Waterston
September 16, 2026
Video: Josh Waterston interview "What Companies Need to Know about Website Privacy Laws"
Josh Waterston joined Eric Jacobson, founder of Manufacturer Insights, to explain why manufacturers need to pay attention to website privacy laws. They discussed which practices apply to businesses that operate only in the U.S. and which apply to those operating globally, and how to reduce the risk of claims under anti-wiretap laws. Josh also explained why AI isn't a good choice for drafting a privacy policy, and how businesses can balance marketing goals with customer privacy.
Josh Waterston
September 11, 2026
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
Josh Waterston joined host Robin Bond, Esq. to discuss how AI is reshaping hiring, from AI-polished resumes to AI-driven applicant screening. They covered the risk of inadvertent discrimination created when screening tools rely on historical hiring data, including a pending lawsuit over algorithmic hiring bias. Josh also addressed AI's impact on knowledge-work jobs more broadly, and the importance of businesses knowing what company information goes into the AI tools their employees use.
Josh Waterston
June 3, 2026
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
May 26, 2026
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. He 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























