Being long what shrinks successful breaches beats owning Rubrik, which gets paid cleaning them up. Fixing may not stay a separate job: Astra went from 34 to 86 of 226 on FrontierCyber in one generation and Codex Security has marked 500,000 findings fixed. Recovery is harder to call, as models speed up attackers and defenders alike; no model restores a ransomed network today, as @AlokANYC's United example shows. Models could take on some restore work within five years, though how much is unclear. x.com x.comÂ