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Wednesday

  1. Tongyi Qianwen / Qwen

    Qwen opens MobilePA-Bench, MobileWorld, and other mobile agent benchmark suites

    Qwen has open-sourced four benchmark suites—MobilePA-Bench, MobileWorld, MobileWorld-Real, and MobileWorld-Safety—covering planning, cross-app execution, real-device performance, and safety. These benchmarks correspond to the three types of agents released by Qwen Intelligence: Mobile Planner Agent ranks first on MobilePA-Bench, MobilePA-Bench Business, and Memory; Mobile-Use Agent scores 82.1 on MobileWorld, 92.2 on MobileWorld-Real, and 97.2 on AndroidDaily, with an end-to-end success rate of 90%; Mobile Creative Agent can generate images within 3 seconds, roughly twice as fast as comparable products.

    obileWorld, MobileWorld-Real, and MobileWorld-Safety—covering planning, cross-app execution, real-device performance, and safety. These benchmarks correspond to the three types of agents released by Qwen Intelligence: Mobile Planner Agent ranks first on MobilePA-Bench, MobilePA-Bench Business, and Memory; Mobile-Use Agent scores 82.1 on MobileWorld, 92.2 on MobileWorld-Real, and 97.2 on AndroidDaily, with an end-to-end success rate of 90%; Mobile Creative Agent can generate images within 3 secon

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Tuesday

  1. ElevenLabs Blog

    What is Human in the Loop (HITL)? Human-AI collaborative AI workflows

    Human in the Loop (HITL) is an AI workflow that allocates tasks to AI and humans according to preset boundaries: AI handles predictable, rule-based tasks, while humans handle complex decisions, compliance requirements, and edge cases. It is used both for review, approval, and handoff to humans in real-time business processes, and for data labeling, output evaluation, and error correction in machine learning development. ElevenLabs' ElevenAgents can be used to build such HITL workflows.

    Five human handoff triggers and a workflow that continues after a person takes over.

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