Corporate Chief Intellectual Property Officers, General Counsel, and Chief IP Counsel should read this article to: Understand how “reasonable measures” in trade secret, patent, and copyright contexts are evolving as AI systems create, store, modify, and expose valuable intellectual property across technical and organizational layers Advise clients to build AI Asset Registers that document asset […]
AI as IP(TM) Framework
AI Washing and the Imperative for Board Governance
Disclosure: James E. Malackowski serves as Chief Intellectual Property Officer of J.S. Held LLC and as Advisory Board Chair and cofounder of AIQA Global, LLC, which developed the AIQ Score™ methodology referenced in this article. John A. Hudson and J. Scott Womack are Ocean Tomo professionals working in the J.S. Held Office of the CIPO. […]
AI as IP™ Framework: A Practical Guide for SMEs to Classify, Protect, and Monetize AI Assets
SME Business Leaders should read this article to: Reframe AI as strategic capital Learn to monetize AI investments Understand IP protections for AI assets Improve investor confidence and valuation Implement a 90-day AI governance plan Legal Advisors should read this article to: Build layered AI IP strategies Draft enforceable AI licensing contracts Guide SMEs on […]






