// Hacker Noon · 11 May 2026

If AI Trains Mostly on AI Text, Where Does New Knowledge Come From?

As AI writes more of the internet, training data becomes self-referential and loses genuine novelty. The fix is to detect and preserve new ideas, then turn live, validated real-world context into the new engine of learning. MCP can be understood as “AI’s senses” for real-world validation and discove...

Hacker Noon

@hacker-noon · Sebastian Martinez Torregrosa

hackernoon.com

Hacker Noon@hacker-noon