"Humans overfit to confirmation too" — a witty mode collapse analogy for AI slop debate

flowersslop · x · 2026-11-08

The quoted tweet expresses fondness for the theory that AI models are degrading because training data is increasingly polluted by AI slop — "AI cannibalising itself into obscurity" — hoping it becomes impossible to fix.

Quote-posting it, flowersslop adds a sardonic twist: humans who read anything confirming their existing opinion immediately overfit to it and keep repeating the exact same tokens forever — which he calls the real mode collapse happening here.

Original post →

More from AGI Musings

AGI Musings channel →