10 questions to ask when using AI models to find vulnerabilities

Posted: 11th May 2026

By now, most people will have heard the news. There is a new AI model in town, and you are feeling under pressure to use AI to to find vulnerabilities. Everyone is saying it will improve your security, and the board want to hear how many vulnerabilities you have found.

So you set up an account with a popular AI model, hand over access to all your code, historic bugs and documentation, and give it access to your production environment....

HOLD ON! Let’s stop and think for a minute. Before you start using an AI model to find vulnerabilities, there are some important questions you should consider.

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