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KnowAct-GUIClaw achieves a groundbreaking 64.1% success rate in long-horizon task execution, outperforming all existing agent frameworks and closed-source models.
Personalized thumbnails can significantly boost user engagement by aligning visual content with individual preferences, outperforming traditional methods.
Generative retrieval can revolutionize statute retrieval by effectively bridging the gap between everyday legal language and formal statutes.
Today's best GUI agents choke on real-world, multi-application workflows, achieving less than 21% success rate, revealing a critical gap in their ability to coordinate across applications and perform conditional reasoning.
