Court Docs Reveal OpenAI and Microsoft Predicted a Web 'Doom Loop'

It is a scenario where uncompensated scraping of content undermines the web's funding model. Publishers produce less high-quality content as revenue falls, which degrades the data available for future model training.

They suggest the companies were aware of potential harm to publishers, which the New York Times could use to argue bad faith and weaken a fair-use defense.

Many regional government and enterprise AI projects rely on unlicensed web data, including Arabic content. A strict ruling could force mandatory licensing and raise the cost of building local models.

Microsoft says Brent Hecht's statements do not reflect the company's official position, though the documents remain part of the case file.