Survey on Local vs Self-hosted LLMs and Privacy (Academic Research)

By self host i mean running a LLM on your system directly, usign raw weights, eg running qwen3.5 on ollama or LlmStudio, or llama.cpp, on the other hand OpenClaw or claude code, or OpenWebUi are just clents connection to said llm or service