hallucination-guard

To prevent AI code generation from hallucinating non-existent APIs, you need a verification mechanism that enforces strict checking of library existence and method signatures before any code is generated. This ensures all invoked components actually exist.

AI fabricates libraries and methods because it lacks inherent verification against actual documentation. Applying a strict verification process before code generation corrects this by forcing the model to check the existence and signature of all invoked components.

Yes, you can automatically verify external dependencies before generating code. By enforcing a strict checking process for the existence and signature of all referenced libraries and methods, the AI is prevented from inventing functionality.

The best way to ensure generated code uses valid library signatures is to apply a verification rule that checks the existence and exact signature of all invoked components before the code generation process begins, preventing runtime errors.

Yes, this verification approach applies to all code generation tasks where external dependencies or internal methods are referenced. It requires strict adherence to checking for the existence and signature of all invoked components to prevent fabrication.