Contact

The desk reads every message. Corrections get checked against their source records before anything changes.

Corrections

Found a wrong score, a misattributed evaluator, or a stale fact? Email hello@tensor.news with the page URL and the source that disagrees. We verify against the cited record and fix or annotate the entry — usually within a few days, faster when the source is unambiguous.

Data tips

New independent evaluation, a benchmark release, or a model we haven't tracked yet? Send the link. Scores from independently run evaluations are exactly what the record needs more of.

Press & questions

For questions about the methodology, citations of the Integrity Index, or anything else, the same inbox works: hello@tensor.news.

What the record promises

• Every published fact traces to a named source, kept in the page's provenance panel.
• Vendor self-reports are labeled as such and never averaged with independent runs.
• The data refreshes daily from the underlying public sources.