That's the week's mess. Some attacks were clever, some were painfully simple, and a few attackers made life easier for the people investigating them. The common problem? Too much trust in things nobody was watching closely.
AI is adding new tricks, but the old ones aren't going anywhere. Stolen credentials, weak access controls, and forgotten bugs still get plenty of work done. New tools, familiar mistakes.
The useful part is knowing where those mistakes keep showing up. That's usually where the next problem starts.