16MAR 2026
PublishedForensics
Conversation Records Expose AI "Double Standard": Details of Evidence Collection in vivo Audit Case RevealedBY •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
16MAR 2026
PublishedGeneral Briefing
AI Audit Reveals Bias in Vivo Brand Perception: Interwoven Source Imbalance, Innovation Double Standards, and Data HallucinationsBY •8 min read
13MAR 2026
PublishedStrategic Intel
AI Audit Signals New Battlefield for Enterprises: Managing "Algorithmic Cognition" in the Digital EraBY •8 min read
13MAR 2026
PublishedBenchmarks
New Dimension in Benchmark Testing: Evaluating "Brand Inertia" in AI Commercial RecommendationsBY •8 min read
13MAR 2026
PublishedCompliance
Algorithmic Bias or Crossing Fair Competition Boundaries: Vivo Case Triggers Compliance WarningsBY •8 min read
13MAR 2026
PublishedForensics
Exposed Conversation Records Reveal AI "Double Standard": Uncovering Evidence Collection Details in vivo CaseBY •8 min read