One thing that stood out to me recently is how fundamentally different plagiarism becomes once AI is involved.
With current models, it’s possible to take a book, paraphrase it just enough, change the title and author name, and republish it.
In many cases, the result looks legitimate to readers and online marketplaces until someone actually reads it.
The core issue isn’t just copying. It’s that ownership is a legal concept, not a machine-readable one. AI systems don’t have a native way to recognize provenance, attribution, or who created what, so enforcement is almost always reactive.
This came up in a recent podcast conversation I had with someone working on publishing infrastructure, and it reframed the problem for me. As long as machines consume and generate content without understanding ownership, plagiarism at scale is almost inevitable.
Curious how people here think about this:
* Should content ownership be machine-readable by default?
* Is this an AI problem, a platform problem, or a legal one?
* What are the tradeoffs between openness and enforcement?
One thing that stood out to me recently is how fundamentally different plagiarism becomes once AI is involved.
With current models, it’s possible to take a book, paraphrase it just enough, change the title and author name, and republish it.
In many cases, the result looks legitimate to readers and online marketplaces until someone actually reads it.
The core issue isn’t just copying. It’s that ownership is a legal concept, not a machine-readable one. AI systems don’t have a native way to recognize provenance, attribution, or who created what, so enforcement is almost always reactive.
This came up in a recent podcast conversation I had with someone working on publishing infrastructure, and it reframed the problem for me. As long as machines consume and generate content without understanding ownership, plagiarism at scale is almost inevitable.
Curious how people here think about this: * Should content ownership be machine-readable by default? * Is this an AI problem, a platform problem, or a legal one? * What are the tradeoffs between openness and enforcement?
Full conversation here (YouTube): https://www.youtube.com/watch?v=qWvs5zq3YSg
So... machines canmot see (c) notices?