Tag · 2 articles

#pulse-signature

Every published article tagged pulse-signature.

1. Essay · May 04, 2026

   The quiet math of adversarial hardening, and why it isn't the moat

   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.

2. Essay · Apr 26, 2026

   Why Humark exists

   A short note from the editorial team on the human imprint, the Pulse Signature, and what attestation means when machines can produce anything.