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ai-swarms

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Label every claim in AI output as (u) given, (m) checked or (g) generated, in plain text, so a guess can't quietly become a "fact" when text passes between people and AI agents. Includes a swarm test (the spoke and wheel test), a parser and a gate. Early findings.

  • Updated Sep 26, 2026
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