Existing LLMs like GPT, Claude, and others have hit their limit, they’ve already scraped all the public web and open data.



What’s left is private, user-permissioned content that lives inside apps and can’t just be scraped like that. This data is far more valuable and higher quality, but it’s protected by IP and must be accessed legitimately.

You’ve probably heard “you are what you eat”, it’s the same for AI: what separates good models from bad ones is the quality of the data they’re trained on.

Future models will rely on trusted, gated data streams flowing from user-focused apps, not outdated SEO spam.
GPT-1%
JST-4.52%
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