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Robots can now adjust their manipulation speed on-the-fly, achieving both rapid execution in low-risk phases and precision in high-risk tasks.
Stop stress-testing your autonomous vehicles in a vacuum: this closed-loop framework turns adversarial scenario generation into an adaptive curriculum that actually improves robustness.
Current AI agents struggle to maintain accurate beliefs in evolving information environments, with performance varying significantly based on both model capability (15.4% range) and framework design (9.2%).
