intelligence ≠ reliability.

Non statistical AI models such as LLMs, yes, even JEV (<3) are meant to hallucinate/approximate confidence so they are and always will be incapable of blind automation.

Instead, Skeptical turns any black-box AI into an error-conscious reliable pipeline with error cap. The technology has its roots on advanced statistical methods and external callibration.