GPU fan speed aliases stopped working, causing the fan to oscillate between silent and full-throttle. After extensive LLM-assisted troubleshooting, the author discovered the cause: while managing cables for a newly installed hard drive, a twist tie was accidentally placed in the GPU cooling path, breaking the fan speed controls that previously functioned reliably.