SDSignal Desk

Desk

Cybersecurity

Security, safety, and adversarial ML.

AINov 4, 2026OpenAI

A thousand fewer paths to root

OpenAI’s cyber pipeline validated hundreds of Linux local privilege escalations, wrote patches, and argued that unpatched low-priv access is already root for a serious attacker — defense now means isolation and faster fixing, not hope.

AINov 2, 2026OpenAI

Rewarding defenders with bigger bug bounties

OpenAI's much bigger bug bounties are a smart, overdue bet on outside researchers, and the bonus structure rewards the careful reports that actually get bugs fixed.