The University of Tennessee Research Foundation filed a lawsuit in Delaware accusing Anthropic of using patented neural network methods without a license. The complaint alleges the AI company integrated these specific technical architectures into its models. This legal battle tests the enforceability of academic patents against large-scale LLM development and deployment strategies.