Baidu Gives AI A Background Check

The real news

The story, straight

Buying an AI service means sending requests to a model running elsewhere. You pay for it to process text, measured in small pieces called tokens.

These tokens measure work; they aren't cryptocurrency.

Baidu presented Token Exchange at Baidu World on 12 November 2026: a marketplace for comparing and buying model services. Baidu says it handles over 50 million calls daily after 1 month.

Those are company figures, not independently confirmed results.

I wanted a chatbot. Apparently I need to pick it out of a suspect lineup first.

The exchange compares model fingerprints: telltale answers that help identify which model is responding. It also tests capability, performance and availability.

Supplier ratings draw on spot checks and ongoing call monitoring. Think checking the label, testing the engine, then watching whether it keeps running.

Useful idea, unfinished trust story. Baidu hasn't published its rating method or fees, and no outside group has tested the checks.

Its own ERNIE models are sold there too; Baidu hasn't explained how it separates selling from rating.

The upside is easier comparison, not a reason to stop asking questions. A fingerprint check isn't a certificate that every answer is correct.

Source: Unite AI and Baidu's announcement.

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