Tag · 6 articles
Every published article tagged attestation.
Essay
The first objection to a biometric registration is always the same. Could a determined fraudster sign AI-generated work as their own? Yes. And that yes is the whole point. The question hides a category error about what attribution infrastructure actually does.
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.