Rolling record / ARQ 50 Mixed · — 0 7-day 0 events in window / as of 03 Nov 2026
ARQAI Risk Quotient
capability 85.8 Danger

Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents

A method that lets GUI agents improve their skills without retraining, potentially accelerating autonomous computer-use capabilities.

A method that lets GUI agents improve their skills without retraining, potentially accelerating autonomous computer-use capabilities.

Auto-scored: Training-free skill evolution for GUI agents is a real capability advance that could enable more autonomous misuse, though no direct harm is documented.