AI helps find vulnerabilities, but humans must still prove them

Colleagues, I’d like to highlight a cybersecurity update.

AI is genuinely accelerating offensive security: it helps read code, generate payloads, and quickly surface suspicious areas.

But there is a crucial boundary: a hypothesis in a report is not yet a vulnerability. Without reachability, exploitability, and real impact, it remains noise.

I am increasingly convinced that the real value lies not in the loudest findings, but in those that can be proven and reproduced.

Why it matters: the more AI is used in testing, the stricter validation must become; otherwise, teams will drown in false positives.

What do you think: is AI already improving pentest quality, or is it still mainly accelerating hypothesis generation?

#cybersecurity #AI #pentest #offsec