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Renmin University of China
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Translating Adam's momentum and second-moment adaptivity into discrete prompt memories and dynamic edit budgets fixes the chronic instability and catastrophic overwriting that plague agent skill self-evolution.
Current AI-generated videos that mislead viewers are also the most challenging for existing detection systems to identify, revealing a critical vulnerability in misinformation defenses.
DA-Studio transforms data analysis by enabling autonomous, multi-step workflows that are fully inspectable and interactive, bridging the gap between raw data and actionable insights.