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xian zeng

21
Jul
Diagram showing the same single-token probes sent to a reference API and target API, comparing output distributions for Consistent, Different, or Inconclusive results.

One Token Is Enough: Verify the Model Behind an AI API

Compare a trusted reference endpoint with an API under test using multilingual short-answer distributions—no weights or logits required.
3 min read