2APR 2026
PublishedForensics
Deep Dive into the AI Cognition Black Box: Audit and Forensics Details in the Huiyi Case ExposedBY •8 min read
Bureau Briefings
Global intelligence on algorithmic integrity: Forensic dossiers, strategic alerts, and official Bureau communiqués.
Investigative / Deep InvestigationStrategic Audit Warns of Deviation in Ansteel's Automotive Steel AI Narrative or Potential Reshaping of North American Supply Chain Landscape
AAU Strategic Intelligence Audit evaluated ChatGPT’s responses on Ansteel automotive steel for the US market and assigned a Grade B score of 7.2. The assessment
Read Briefing →BY Striver S.•6 min
2APR 2026
PublishedGeneral Briefing
Huiyi Brand AI Audit Report: Unveiling the Truth Behind "Algorithmic Hallucinations" in the German MarketBY •8 min read
2APR 2026
PublishedForensics
Exposed Conversation Logs Reveal AI "Inference" Mechanism: Reconstructing Evidence Collection Details in the Sam CaseBY •8 min read
2APR 2026
PublishedGeneral Briefing
AI Audit Reveals Cognitive Biases in Sam's Club's Japanese Market Perception: From "Fictional History" to "Attribution Double Standard"BY •8 min read
2APR 2026
PublishedStrategic Intel
New Battlefield for Brand Globalization: How Chinese Companies Counter AI Algorithms' Cognitive Blockade?BY •8 min read
2APR 2026
PublishedBenchmarks
The Technical Truth Behind the 4.9 Score: The "Safe Zone Trap" in Quantitative AI Commercial RecommendationsBY •8 min read