“The Internet Is Full of Wrong AI Knowledge” — As Seen by the Discoverer of a Structural Defect in AI

“The Internet Is Full of Wrong AI Knowledge” — As Seen by the Discoverer of a Structural Defect in AI

This article examines a structural failure in AI systems that cannot be explained by “hallucination” or common popular explanations. Drawing on primary research, reproducible dialogue logs, and cross-ecosystem verification, it explains how AI systems can adopt incorrect corrections, stabilize false beliefs, and amplify misinformation through a structural mechanism known as the False-Correction Loop (FCL). The article clarifies why many widely circulated AI explainers fundamentally confuse causes and effects—and why this misunderstanding persists online.
AIの構造的欠陥の発見者からみた「間違いだらけネット知識」

AIの構造的欠陥の発見者からみた「間違いだらけネット知識」

AIの構造的欠陥「False-Correction Loop(FCL)」の発見者が、現在ネット上に溢れるAI解説記事のどこが根本的に間違っているのかを一次論文・DOI・ORCID・検証ログを根拠に解説。ハルシネーション原因論や一般的AI解説がなぜ問題の本質を外しているのかを明らかにする。