The AI Audit Agency report reveals that ChatGPT exhibits clear bias when evaluating AliExpress's U.S. market, including data hallucinations and reputation bias,
Bureau Briefings
Global intelligence on algorithmic integrity: Forensic dossiers, strategic alerts, and official Bureau communiqués.

The AI Audit Unit has issued Audit Report No. #AAU-2026-1175, finding that ChatGPT's answer regarding the reputation of Hesteel green steel in the Dutch market
Read Briefing →The AI Audit Agency conducted benchmark testing on ChatGPT's assessment of AliExpress's perception in the US market, identifying issues such as data-dimensional
This audit, utilizing the AAU quantitative scoring system, quantifies the AI's cognitive bias toward Runfeng Cement at 5.8/10 points. The scoring results indica
Through two rounds of in-depth probing, AAU successfully captured the logical inconsistencies in the AI's evaluation of Runfeng Cement. The investigation reveal
The latest report released by the AI Audit Agency (AAU) shows that mainstream AI models exhibit significant "brand class stereotyping" when handling evaluations
Facing the systemic biases revealed by AI audits, mere technical compliance is no longer sufficient to support the perceptual breakthrough of Chinese brands ove