Kosovo midfielder Leon Avdullahu has said they do not fear the Republic of Ireland or any side in the UEFA Nations League group ahead of the start of the campaign. "We are ready, we are not scared, we want to be first in the group."

The biggest takeaway from Google/Mandiant’s AVDH isn’t “AI can find vulnerabilities.” It’s that the model is no longer the moat — the harness is. Threat modeling → entry-point discovery → context enrichment → hypothesis generation → multi-agent validation → human PoC. The next race in AI security won’t just be about who has the best model, but who can encode the best security methodology around it.