AI Transparency vs Commercial Confidentiality
Publish model objectives, limitations, and validation results in technical documentation while protecting proprietary implementation details to satisfy EU AI Act transparency obligations.
CyberTRIZ analysis · Regulatory contradiction R159 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Overview
Organizations must provide sufficient transparency to explain how high-risk AI systems operate without exposing proprietary algorithms or trade secrets. RegulatoryTRIZ resolves this contradiction by documenting model objectives, limitations, validation results, and governance controls while protecting confidential implementation details. Compliance is supported through technical documentation and transparency reports, while effectiveness is measured through completed documentation and transparency-related findings.