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Recent judicial rulings from the Federal Circuit concerning practical AI patents have reignited discussions about what qualifies for patent protection under Section 101 of the Patent Act. The U.S. Patent and Trademark Office has released beneficial directives that clarify evaluation criteria for AI-related innovations—a necessary move. Yet, for businesses integrating AI into tangible applications, spanning advanced production, grid upgrades, and national security, the crucial issue is longevity: Will a lawfully granted patent endure legal disputes? Can it underpin funding and market deployment? Will it offer substantial recourse in cases of violation?
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