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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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alphaXiv — project — Clarity Today

project

alphaXiv

arXiv mirror site that has installed Pangram so users can see its verdict on preprints.

Current clusters

science1 distinct publisher

AI text detectors are good enough to deploy. The appeals process is what nobody has written.

Cancer-journal editors are already catching undisclosed LLM use in peer review with commercial software. The unresolved question is what happens to a flagged researcher who says no.

Publishers:nature.com

Reality

Evidence64
Adoption68
Hype gap+22
Incentives74

Confidence55