Edge AI Starter Kit: Run Useful Models On An Old PC Or Pi

Edge AI is the simplest way to turn an old PC or Raspberry Pi into a private, low-cost AI machine. This starter kit shows how to run offline transcription with Whisper, local object detection with YOLO plus ONNX Runtime, and small text models with quantization. Build one useful workflow first, then scale with OpenVINO or Pi AI accelerators.

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BYO Data For GPT-5: Fine-Tune Without Getting Sued

Want GPT-5 results that sound like your business without inviting legal trouble? This guide shows how to bring your own data the safe way: build a permission stack, avoid review-gating style shortcuts with content rights, redact personal details, and choose the right customization path. GPT-5 does not support fine-tuning, so you’ll lean on retrieval, distillation, or tuning another model.

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