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Introduction My perfectly stable homelab server gradually descended into chaos — random crashes, segfaults, system hangs — and how months of troubleshooting, community support, and hardware swaps eventually led to one conclusion: the CPU itself was defective from the factory . If you're experiencing unexplained instability on an Intel 13th or 14th Gen system, this story might save you months of frustration. Quick Symptom Checklist If you're seeing multiple of these symptoms, you may be affected: Random segfaults in unrelated applications System instability appearing after months of stability Crashes or hangs under light load or while idle VMs freezing while still marked as "running" Issues persisting despite PSU, RAM, or OS checks or changes The Setup In November 2022 , I built a homelab server with the following components: Component Model CPU Intel Core i7-13700K (Raptor Lake) ...

In this How-To, we’re going to explore how to install the OpenVINO AI plug-in for Audacity. The OpenVINO AI plug-in adds additional functionality to Audacity. One feature is music separation, allowing you to split a mono or stereo audio track into individual stems, such as vocals, drums, and other instruments. This AI plug-in also includes noise suppression capabilities, enabling you to remove background noise from audio recordings. Another feature is music generation and continuation. It generates music based on a prompt and settings that you can adjust. The final feature is audio transcription. You can highlight the section of audio you want to transcribe, select OpenVINO's Whisper Transcription option, and Audacity will add a timestamped text track with the transcribed content. The OpenVINO LLM is installed locally on your computer, ensuring that no data is transmitted to third-party companies during processing.   The installation process. You need to have the latest version of ...