MambaPanel was engineered with a core principle: powerful facial recognition should not come at the cost of personal privacy. Unlike systems that build permanent biometric profiles, we treat every search as a temporary, in-memory transaction.
Our model is analogous to a web search engine. Google indexes public information to help you find it; we do the same for publicly available images. We do not build a private surveillance database. We simply provide a tool to navigate what is already public.