Cognitive Bias Detection for EU AI Act Compliance
Meet Article 10 & 14 requirements. Ensure complete data sets and avoid discrimination with automated cognitive bias detection for high-risk AI systems.
Article 10 Compliant Data Governance
EU AI Act Requirements
What Article 10 Requires
Article 10 of the EU AI Act mandates strict data governance for high-risk AI systems. Training, validation, and testing data sets must be subject to appropriate governance.
- Examination of Possible Biases: Data sets must be examined for possible biases that could affect health, safety, or fundamental rights.
- Bias Prevention: Appropriate measures must be taken to detect, prevent, and mitigate possible biases.
- Data Completeness: Data sets must be relevant, representative, free of errors, and complete.
The Risk
Non-compliance can lead to fines of up to €35M or 7% of global turnover, plus reputational damage.
The Blind Spot
Manual review often fails to detect subtle cognitive biases embedded in training data and documentation.
EU AI Act Series: Strategic Insights
7 Articles That Cut Through the Noise by Avi, Founder & CEO of Ultra Deep Tech
Your "Human in the Loop" is Probably Asleep at the Wheel
Article 14, automation bias, and why clicking "approve" 2,847 times isn't oversight. Here's a number that should make you uncomfortable. Last quarter, your team approved 2,847 AI recommendations and overrode exactly three...
The EU AI Act Mentions "Bias" in Six Articles. Most Only Check for One.
Anchoring, confirmation, automation, availability, compounding. If you're only scanning for discrimination, you're already non-compliant. OK so here's something that keeps tripping people up...
Article 5: The AI Practices Europe Just Banned (and the Cognitive Bias Connection)
Manipulation, social scoring, emotion reading at work. Banned since February 2025. While everyone's focused on the August 2026 deadline for high-risk systems, there's a part of the EU AI Act that's already live...
Is Your AI High-Risk? Here's How to Tell (and What Happens If It Is)
The profiling trigger, Annex III domains, and why most companies underestimate their classification. There's a question every company deploying AI in Europe needs to answer honestly...
SMEs vs. Big Tech: The EU AI Act's Fairness Problem
Same rules, wildly different resources. The compliance gap is real. Look, the EU AI Act was supposed to protect small businesses from Big Tech dominance. The fines scale down for SMEs...
The Brussels Effect: Why the EU AI Act Applies to You (Even If You're Not in Europe)
If you serve European customers, you comply. No exceptions. No gray zones. Remember GDPR? Companies worldwide had to comply because they had European customers...
Post-Market Monitoring: Your AI Compliance Doesn't End at Launch
Article 72, bias drift, serious incident reporting, and why your green dashboard is lying to you. There's a dangerous assumption baked into most AI deployments: once it passes the audit, it's good...
Ready for full EU AI Act Compliance?
Don't let cognitive bias put your AI systems at risk. Validate your data governance today.
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