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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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Pangram Labs — company — Clarity Today

company

Pangram Labs

New York City start-up, founded by Max Spero and Bradley Emi, that makes the Pangram AI-detection tool and advertises 99.98% detection accuracy.

Known aliases

Pangram

Relationships

No evidence-backed relationships are recorded.

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