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Santa Clara University
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Hindsight critiques can transform failed trajectories into powerful learning signals, boosting search-augmented RL performance by nearly 40%.
A new family of GUI agents, GUI-Owl-1.5, leapfrogs existing open-source models on 20+ GUI benchmarks, proving that multi-platform, real-time GUI automation is now within reach.