I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day

An InfoSec professional recounts how he spent $266.15 on AI models to root his Amazon Fire HD 10 tablet, which Amazon kept shutting down. After Claude hit safeguards, Kimi K3 found a Mali GPU exploit (CVE-2022-38181) but failed to exploit it. GLM-5.2 diagnosed the issue, and GLM-5.3, released the day before, solved it in one day by discovering a kernel build shift and achieving root. The author removed all Amazon packages with reboot permissions, permanently stopping the shutdowns.
Your actual goal was never “root” — it was: stop Amazon from killing your kiosk and get their software off your device. Root is the tool.