Citation notice #996 · 2026-07-11 03:18:53.715838+00:00

The Consensus Trap: Dissecting Subjectivity and the "Ground Truth" Illusion in Data Annotation

Correction Crossref Open

cites AI models collapse when trained on recursively generated data.Nature, 631:755–759, 2024, which carries a correction notice dated 2025-03-21. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

This is not a judgment on the citing paper.

Citing paper Event page Original DOI Notice DOI File a formal challenge All reference changes

01Evidence

Raw extraction · bibliography line · bibliography index 293

Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Nicolas Papernot, Ross Anderson, and Yarin Gal. 2024. AI models collapse when trained on recursively generated data.Nature631, 8022 (2024), 755–759. doi:10.1038/s41586-024-07566-y

02Event

Type: Correction
Source: Crossref
Original DOI: 10.1038/s41586-024-07566-y
Notice DOI: 10.1038/s41586-025-08905-3
Date: 2025-03-21
Title: Author Correction: AI models collapse when trained on recursively generated data
Reasons: ['Correction']
Work: AI models collapse when trained on recursively generated data.Nature, 631:755–759, 2024 (2024) Nature

Schema constants (for re-runners): correction · crossref

03Dispute this notice

If this citation does not depend on the flagged claim, or the event is wrong, say so. Disputes are public. For a signed challenge against the paper itself, use the formal challenge form.