: Users treating these as interchangeable substitutes often suffer from degraded output quality without realizing the model is not the official one. 3. Security and Supply Chain Risks
A landmark academic paper on this subject is (published March 2026), which provides the first comprehensive audit of this ecosystem. Research Paper Summary: "Real Money, Fake Models" Shadow Cheats API
: Your data is routed through multiple unauthorized nodes, where it can be potentially manipulated or logged. : Users treating these as interchangeable substitutes often
: Analyzing specific patterns in model output to verify its identity. Shadow Cheats API