This replaces supply chain trust with the trust in the LLM and the provider you're using. Even if you exclude model devs from your threat model and are running the LLM yourself, it's still an uninterpretable black box that is trained on the web data which can be and is manipulated precisely to attack LLMs during training. So this approach still needs proper supply chain security.