Watch Out for These 10 AI Red Flags
Pete Hannam
Data and AI Systems Architect
Here are some red flags that can indicate if your AI is at risk of non-compliance with the EU AI Act.
Here are some red flags that can indicate if your AI is at risk of non-compliance with the EU AI Act.
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Watch Out for These 10 AI Red Flags
59 secs
Key learning objectives:
Understand what can be a red flag when creating an AI system
Overview:
Is your AI system truly compliant, or are you courting hidden risks? Navigating the EU AI Act can be daunting, but identifying these ten critical red flags (from subconscious influence to biometric analysis) is essential for safeguarding your project.
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Access this and all of the content on our platform by signing up for a 7-day free trial.
Summary
What are the 10 red flags that can indicate your AI is at risk of non-compliance with the EU AI Act?
- Your AI system works ‘subconsciously’ or ‘below awareness’
- You're targeting vulnerable groups with sophisticated influence techniques
- You're scoring people based on broad behavioural patterns
- You're building identification databases from public sources
- You're inferring psychological states in employment contexts
- Your users might not realise they're interacting with AI
- Your AI generates content that looks human-created
- You're analysing biometric or emotional data
- Your marketing makes exaggerated claims
- You assume users will "just know" it's AI
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Pete Hannam
Pete Hannam has over twenty years’ experience building large-scale data platforms, including those that now underpin modern AI systems. His work has ranged from national security infrastructure processing hundreds of billions of records to global enterprise platforms supporting tens of thousands of users. He has architected AI-ready systems for government, consultancies, and enterprises, with a strong focus on governance, security, and regulatory compliance. His work emphasises that successful AI deployment depends not only on technology, but on understanding the organisational, technical, and regulatory context that enables AI initiatives to deliver real value.
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