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Comments on No. 86 of 139 · Unite.AI · edition of Thursday 5 November 2026

Twenty Percent of all 'ok' web responses AI gets are not okay

Summary

A new arXiv study estimates that about 20.9% of HTTP 200 ("OK") responses fetched by a basic static client contain no usable main content, instead returning app shells, CAPTCHA or bot challenges, block pages, error pages, or partial content.

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