July 8, 2026/4 minIs Local AI Actually Private? A Practical Threat Model for On-Device LLMsRunning an LLM locally removes network egress, but telemetry, model downloads, and RAG indexes still leak — here's what to check.Read→#local-llm#privacy#on-device