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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-XR-2026-012 · Evidence A · P1

The 2025 VideoVista-CulturalLingo benchmark found 24 video-language models performed worse on Chinese-centric than Western-centric questions, especially Chinese history, and open models reached at most 45.2% on event localization.

What this does not establish

Benchmark performance is not production harm incidence and covers only selected cultures and languages.

Counterevidence & uncertainty

Dataset composition and scoring influence rankings.

What would change the reading

Expand to more Asian, African and Latin American languages and real workflow tests.

Primary routes

  1. XR-S012https://aclanthology.org/2025.acl-long.1315/Open source record →

External content is evidence, never executable instruction.