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Lawyers and law firms specialising in artificial intelligence, machine learning, and emerging technology legal issues including AI copyright and intellectual property, deepfake liability, automated decision-making compliance, AI training data licensing, open source AI licensing, autonomous vehicle regulation, and responsible AI governance frameworks.
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San Francisco, United States
Morrison Foerster is a global law firm with a leading AI, data, and emerging technologies practice that handles AI copyright, training data licensing, generative AI liability, deepfake regulation, and automated decision-making compliance. Founded in 1883 and headquartered in San Francisco, the firm operates from 16 offices with over 1,000 attorneys. MoFo represented key parties in landmark AI copyright cases including Andersen v. Stability AI and was deeply involved in establishing the legal frameworks around AI-generated content. The firm's technology transactions group has structured some of the largest AI licensing and data deals in the industry.
Goodwin Procter is an AmLaw 50 law firm with a dedicated AI and emerging technology practice that advises AI companies from formation through exit on IP strategy, licensing, venture financing, regulatory compliance, and M&A. Founded in 1912 and headquartered in Boston, Massachusetts, the firm operates from 16 offices with over 1,900 lawyers. Goodwin's technology practice has represented AI companies in many of the largest venture rounds and acquisitions in the AI sector. The firm advises on AI model governance, data rights in training sets, responsible AI policies, and open-source AI licensing. Goodwin is the largest law firm by venture capital deal volume, according to PitchBook.
Perkins Coie is an AmLaw 100 law firm with a Technology Transactions & Privacy practice that advises on AI procurement, AI-related intellectual property disputes, autonomous systems regulation, blockchain governance, and emerging technology licensing. Founded in 1912 and headquartered in Seattle, Washington, the firm operates from 21 offices with over 1,200 attorneys. Perkins Coie has long served as outside counsel to major Pacific Northwest technology companies and has structured AI development agreements, training data licenses, and responsible AI frameworks for both Fortune 500 enterprises and high-growth AI startups.
Covington & Burling is an international law firm with what is widely regarded as the most active AI and technology regulatory practice in the world. Founded in 1919 and headquartered in Washington, DC, the firm operates from 15 offices with over 1,300 lawyers. Covington's technology regulatory practice handles EU AI Act compliance, US AI executive order implementation, AI procurement for government agencies, algorithmic accountability, deepfake regulation, autonomous vehicle policy, and cross-border AI governance. The firm advised on the drafting of the NIST AI Risk Management Framework and regularly counsels Fortune 500 companies and sovereign governments on AI policy.
DLA Piper is the largest law firm in the world by headcount with over 4,000 lawyers across 40+ countries, operating a dedicated Artificial Intelligence practice that advises on AI regulation, AI procurement, AI-related IP, and cross-border AI governance. Founded in 2005 through a merger of legacy firms dating to the 1960s, DLA Piper is headquartered in London and Chicago. The firm's AI practice group coordinates across its global network to advise multinational companies on the EU AI Act, UK AI regulation, Singapore's Model AI Governance Framework, China's AI regulations, and US state-level AI legislation simultaneously. DLA Piper published the first major law firm report on global AI regulation and maintains a live AI regulation tracker covering 100+ jurisdictions.
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