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How Should Companies Respond to AI Cease and Desist Letters? Evaluating IP Infringement Claims

AI Law, FAQ, IP Law, Software Law

What Should You Do When You Receive a Cease and Desist Letter? Receiving a cease and desist letter alleging IP infringement can be alarming, particularly for AI companies facing claims about training data, model architectures, or system outputs. These letters demand...

What Should Startups Know About AI Fundraising and Investor Due Diligence? Preparing for Venture Capital Investment

AI Law, FAQ, IP Law, Software Law

Why Is Due Diligence Different for AI Startups? AI startups raising venture capital face unique due diligence scrutiny beyond what traditional software companies encounter. Investors evaluate not just business fundamentals but also technical feasibility of AI...

How Should Companies Handle AI-Related Disputes and Litigation? Strategies for IP Infringement, Contract Breaches, and Regulatory Claims

AI Law, FAQ, IP Law, Software Law

Why Are AI Disputes Becoming More Common? As AI adoption accelerates, disputes involving AI technologies are proliferating across multiple fronts including copyright infringement claims over training data, patent disputes over AI innovations, breach of contract claims...

How Do Employment Agreements Protect AI Company Innovations? Non-Competes, IP Assignment, and Restrictive Covenants

AI Law, FAQ, IP Law, Software Law

Why Are Employment Agreements Critical for AI Companies? AI companies depend on specialized talent including machine learning researchers, data scientists, AI engineers, and product developers who create valuable intellectual property and possess sensitive competitive...

What Warranties and Representations Should AI Software Contracts Include? Managing Risk in Technology Transactions

AI Law, FAQ, IP Law, Software Law

Why Do Warranties Matter in AI Contracts? Warranties and representations in software and AI service contracts allocate risk between parties, establish baseline expectations for system performance and legal compliance, provide remedies when systems fail to meet...

How Can Companies Protect AI Model Weights as Trade Secrets? Securing Your Most Valuable AI Assets

AI Law, FAQ, IP Law, Software Law

Why Are Model Weights Valuable Trade Secrets? For AI companies, trained model weights represent millions of dollars in computational resources, engineering expertise, proprietary training data, and competitive advantages. Model weights are the learned parameters that...
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