Inside Tech Comm with Zohra Mutabanna

S7E3 Who Owns Ideas When Machines Learn From Us with Julie Trelstad


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We ask Julie Trostad how authors can protect their work in an AI-first world and where ethics, law, and new licensing models meet. From content fingerprinting to smarter metadata, we map practical steps, real risks, and hopeful paths for fair compensation.

We start with the foundation: what intellectual property actually protects, how work-for-hire changes ownership, and why attribution still matters. From US lawsuits that punish pirated training data versus Europe’s stricter model for text and data mining rights, Julie explains how content fingerprinting and registries like ISCC plus AMLET give AI systems a machine-readable “do and don’t” list—ranging from research-only to fully licensed generative use—so rights can be recognized and respected across platforms.

Guest Bio

Julie Trelstad is a publishing strategist with 30+ years of experience helping authors and publishers navigate industry change. She currently leads U.S. Publishing at Amlet.ai, where she focuses on how creators can protect and license their work in the age of AI. Julie’s background spans traditional, digital, and rights-driven roles across major publishing segments, and she’s a voice on ethical AI use, content discovery, and digital rights for creative work. 

Show Credits

  • Intro and outro music - Az
  • Audio engineer - RJ Basilio




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Inside Tech Comm with Zohra MutabannaBy Zohra Mutabanna

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