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2 results for "automation"
- ai · arxiv/cs.AI · 3 min
VLAA-GUI: Framework Stops Agents from Looping and Guessing
A modular GUI automation system uses verification, loop detection, and search to prevent autonomous agents from declaring false success or repeating failed actions.
Apr 24, 2026 Read → - engineering · arxiv/cs.LG · 8 min
Queueing Model Reveals How AI Automation Paradoxically Worsens Cyber Risk
Research from Yun et al. shows that symmetric automation in attack and defense can increase exploit success rates, with heavy-tailed patching delays creating persistent vulnerability backlogs.
Apr 17, 2026 Read →