AI security · LinkedIn article
AI can recreate an ID image. Will weak oversight leave us paying the price?
A note on AI-generated ID imagery, corporate incentives, convenience-first identity checks and the privacy cost of treating personal data as harmless.
Published on LinkedIn: 22 September 2026. This page links to the original article and summarises the theme for the site.
The article starts from a simple concern: if local AI models can recreate convincing identity-style images, then document-photo workflows need more scrutiny than they often receive.
The risk
Convenience-first verification can turn personal information into a weak control. Passports and licences matter, but so do addresses, phone numbers, email addresses, dates of birth and other details that can enable impersonation, targeting or discrimination.
The operating lesson
AI security is not only about model behaviour. It is about the business process around the model, the incentives behind shortcuts and the strength of the evidence required before a person or company trusts an image.
- Verify the person, not just the picture.
- Treat personal information as sensitive even when it is common or convenient to collect.
- Make companies prove their checks are resilient to cheap, local AI generation.