Private AI Inference with Midnight: Proving Model Outputs Without Revealing Inputs

Private AI Inference with Midnight: Proving Model Outputs Without Revealing Inputs Every time you send a query to a language model, a credit scoring API, or a medical diagnosis system, you're sharing your data with the service provider. For consumer applications, this is often acceptable. For anything involving medical history, financial records, legal documents, or proprietary business data, it's a serious privacy problem with real legal and competitive consequences. The naive solution — encryp