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Visa Finds AI Models Fail 43% of Shopping Test Runs

Source: PYMNTS.com•November 5, 2026

Visa found that when 22 artificial intelligence models from 12 labs were put through realistic shopping scenarios, 57.2% of the test runs passed and 42.8% failed, according to a Thursday (Nov. 5) press release. Among the best-performing AI models, 82.2% of test runs passed, while among the worst-performing models, 28.9

Visa found that when 22 artificial intelligence models from 12 labs were put through realistic shopping scenarios, 57.2% of the test runs passed and 42.8% failed, according to a Thursday (Nov. 5) press release. Among the best-performing AI models, 82.2% of test runs passed, while among the worst-performing models, 28.9

This story was curated by Paysonas from PYMNTS.com as part of our daily payment-industry briefing. Read the original article for full details.