The UK government has reversed course on AI copyright, abandoning a proposed exception that would have allowed AI companies to train on copyrighted works without licensing or payment. The reversal, driven by over 11,500 consultation responses with 95 percent opposing the opt-out model, signals a global shift toward licensing-first frameworks for expert knowledge in AI.
For Skill Refinery, the Dallas-based platform that converts expert intellectual property into AI-native skill cards, the announcement reflects the direction the company has been building toward since its founding. Skill Refinery, founded by Matt Cretzman, has operated a live licensing and delivery infrastructure since launch — compensating expert contributors with recurring monthly revenue as subscribers access their knowledge through Claude, ChatGPT, and Microsoft Copilot.
“The deal between experts and the world was simple for thousands of years: knowledge is shared, and the expert is compensated for it. AI companies broke that deal by training on the sum of human knowledge without paying the people who created it. The UK government just told the world that was wrong. Skill Refinery built the infrastructure to make it right.”
— Matt Cretzman, Founder and CEO, Skill Refinery
How the Platform Works
Skill Refinery extracts expert methodology from books, courses, and coaching frameworks into structured skill cards. These skill cards are delivered through Model Context Protocol (MCP) to AI tools including Claude, ChatGPT, and Microsoft Copilot. Source files never re-enter AI context windows after extraction — a data governance architecture that directly addresses the intellectual property concerns raised throughout the UK consultation process.
Expert contributors earn recurring monthly revenue as subscribers access their knowledge. The platform is live with a published author’s catalog of 125+ books already extracted and available.
Global Context
The UK reversal reflects an accelerating global consensus around licensing-first frameworks for AI knowledge. In the United States, the New York Times v. OpenAI litigation and related settlements are pushing courts toward similar conclusions. The Copyright Clearance Center continues expanding its AI licensing products. Publishers’ Licensing Services launched a collective licensing solution at the London Book Fair.
“Most licensing infrastructure being built today focuses on training data. That is one piece of the puzzle. Skill Refinery is solving a different problem: how expert knowledge gets delivered through AI tools with attribution, quality control, and compensation. That is the delivery layer. It does not exist anywhere else.”
— Matt Cretzman
Market Position
Existing platforms in the AI licensing space focus primarily on aggregating content for AI model training. Skill Refinery addresses a different market: the delivery of expert knowledge through AI tools to end users, with compensation flowing back to the expert on a recurring basis. The platform targets individual authors and coaches, enterprise organizations, peer advisory communities, and publishers.
Matt Cretzman is the founder of nine companies across AI agent systems, legal technology, and B2B SaaS, and serves as fractional CMO for companies in manufacturing, healthcare, and technology. He co-authored The LinkedIn Advantage with Tony Jeary and has generated more than $3 million in revenue through LinkedIn strategies. More information is available at skillrefinery.ai and mattcretzman.com.