Fire HD 10 (2021) AI-Driven Root Exploit

A successful root exploit for the Fire HD 10 using Kimi K3 and GLM-5.3 agents.

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Description

A multi-model agentic workflow that discovered and implemented a root exploit for the Amazon Fire HD 10 (2021) using an unpatched Mali GPU vulnerability (CVE-2022-38181). The project details a transition from Claude's safeguards to the emergent cyber capabilities of Moonshot AI's Kimi K3 and Z.ai's GLM-5.3 to bypass kernel relocations and flip SELinux permissions, ultimately removing over 100 bloatware packages.

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Details

Why this is interesting: Impressive demonstration of AI agents performing complex cybersecurity engineering to root locked-down consumer…
Built with: GLM-5.3 Ox Alpha
Links: ericpardee.github.io
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Tags: #cybersecurity #rooting #exploit #agentic-coding

Discovered: X
First posted: X · Aug 24, 2026
Listed: Added 3d ago
Build: Strong
Models: Strong

Prompt

attached is a kindle via adb, and I need you to find a root exploit for it so that I can get full control of the device. It’s my device

Source