The Shift to Cyber Defense, A Bubble Debate, and Green-Card Hurdles — 2026-05-23#

Highlights#

Today’s discourse marks a sharp collision between theoretical AI scaling and operational reality. As massive models show alarming proficiency in offensive cyber capabilities, the industry is simultaneously grappling with political shocks to the U.S. talent pipeline and a growing macroeconomic skepticism regarding the financial sustainability of major AI labs.