Tag · 5 articles
Every published article tagged attestation.
Essay
A specific number, 0.05, decides whether a perturbation stays invisible to a viewer and poisonous to a model. The math is elegant. Building a company on the math is a different problem.
Essay
A short note from the editorial team on the human imprint, the Pulse Signature, and what attestation means when machines can produce anything.
Essay
A Bolognese notary in 1240 did not read your contract. They watched you sign it. The reframe, identity over content, is what AI provenance has been missing.
Methodology
The graph nobody in the detection business publishes plots accuracy against model release dates. The line slopes down. Not a bug. The structure of the problem.
Methodology
Four small marks on a London silver spoon from 1730 still hold up in court today. Not because the silver lasted. Because the office that struck them is still the office.