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This approach aims to balance enabling "world-leading AI models" with preserving creators' control over their works. The consultation also highlights practical solutions—such as machine-readable

Since serving as a Federal Circuit clerk, Michael Hawes has monitored that court's precedential opinions and prepares a deeply outlined index by subject matter (invalidity, infringement, claim construction, etc.) of relevant legal points - in order to assist clients seeking to identify recent law relevant to a particular problem.