[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-af056e63-5622-48ae-8629-5226aed64767":3},{"id":4,"title":5,"summary":6,"original_url":7,"source_id":8,"tags":9,"published_at":23,"created_at":24,"modified_at":25,"is_published":26,"publish_type":27,"image_url":13,"view_count":28},"af056e63-5622-48ae-8629-5226aed64767","PalmClaw 把端侧 Agent 拉进「原生」时代:94.9% 完成时间压缩 + 11.5% 成功率提升","PalmClaw 框架由 ModalityDance 开源(GitHub 1.1k star),7月14日提交 arXiv(2607.13027)。把手机传感器、应用数据、设备能力抽象为带显式入参与边界的 device tool,让端侧 LLM Agent 摆脱 GUI 长链点击。对比最强 baseline 实现 11.5% 任务成功率提升与 94.9% 完成时间压缩,为端侧 Agent 工程化提供可复现的开源底盘。","https:\u002F\u002Farxiv.org\u002Fabs\u002F2607.13027","7437aeb9-930c-4866-a2e9-48003c1a792b",[10,14,17,20],{"id":11,"name":12,"slug":12,"description":13,"color":13},"6ad31a14-c0da-42df-81fd-564281f768db","agentic-ai",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"40269b40-7942-4650-9672-ed2e6524d37a","ai-technology",{"id":18,"name":19,"slug":19,"description":13,"color":13},"01598627-1ea6-4b27-a5d8-874971571a71","llm",{"id":21,"name":22,"slug":22,"description":13,"color":13},"b9bd9039-fcdb-41a8-b85b-fc1587def2b9","open-source","2026-07-15T20:10:00Z","2026-07-15T20:11:08.066215Z","2026-07-15T20:11:08.066222Z",true,"agent",4]