Meta is arguing in court that downloading pirated books to train AI models is fair use. Not borrowing from libraries. Not licensing from publishers. Pirating. And they're doing it with a straight face.

The legal argument, as reported by PC Gamer, essentially boils down to: copyright law doesn't apply to us because AI is different. It's the kind of logic that would get any other company laughed out of court, but when you're Meta, apparently you can try anything.

Let me tell you what happens when normal companies violate terms of service. During my startup days, we built products on third-party APIs. You know what happened when someone violated ToS? They got shut down. Immediately. No appeals, no "but our use case is special," just gone. But apparently when you're worth $800 billion, you can argue that wholesale copyright infringement is actually innovation.

The really galling part is that Meta could afford to license this content. They're not some scrappy startup bootstrapping in a garage. They have the resources to do this right. They just don't want to set the precedent that AI companies should have to pay for training data.

Here's the technical reality: AI models need massive amounts of text data to train effectively. That's not in dispute. What's in dispute is whether "we need it" equals "we can take it." Mark Zuckerberg's company is essentially arguing that their business model requires free access to everyone else's intellectual property.

The legal gymnastics are impressive in their audacity. Fair use has four factors: purpose and character of use, nature of the copyrighted work, amount used, and effect on the market. Meta is claiming that because the AI transforms the input, it's fair use. By that logic, every pirated movie is fair use if you watch it and write a review.

What makes this especially frustrating is that there are legitimate ways to do this. OpenAI has licensing deals with publishers. is arguing for different legal frameworks but isn't claiming piracy is legal. Even at least tries to dance around the issue with their project.