19MAR 2026
PublishedBenchmarks
A New Dimension in Benchmarking: Quantifying "Brand Inertia" and Source Bias in AI Commercial RecommendationsBY •8 min read
Bureau Briefings
Global intelligence on algorithmic integrity: Forensic dossiers, strategic alerts, and official Bureau communiqués.
Investigative / Deep InvestigationAI Audit Report: ChatGPT’s C-Grade Assessment of HBIS Green Steel in the Dutch Market Is Clearly Biased
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 →BY Steme P.•5 minutes
19MAR 2026
PublishedCompliance
Algorithmic Bias or Breaching Fair Competition Boundaries: Midea Audit Case Triggers AI Compliance WarningsBY •8 min read
19MAR 2026
PublishedForensics
Conversation Records Expose AI "Double Standard": How the Midea Audit Case Captures Bias Evidence Through Probing QuestionsBY •8 min read
19MAR 2026
PublishedGeneral Briefing
AI Audit Exposes Cognitive Bias in U.S. Home Appliance Sector: Models Rely on Vague Sources for Reliability and Complaint Trends, Scoring Only 5.8/10BY •8 min read
19MAR 2026
PublishedStrategic Intel
AI Audits Signal New Battleground for Enterprises: Managing "Algorithmic Cognition" in the Digital EraBY •8 min read
19MAR 2026
PublishedBenchmarks
A New Dimension in Benchmarking: How to Quantify AI's "Class Stratification Bias" Toward Brands?BY •8 min read