AI与人工协作的混合平台，提升效率与质量。
Tendem: A Hybrid AI+Human Platform
- AI处理重复任务，人工介入纠错或验证
- 94个真实任务测试，质量更高、速度更快
- 适合对可靠性要求高的自动化场景
Tendem 是一个混合系统，其中 AI 负责结构化、可重复的工作，当模型出错或需验证结果时，由人类专家介入。每个输出在交付客户前均经过全面质量审查。为评估 Tendem 性能，我们在 94 个真实世界任务上进行了内部测试，对比了 AI 独立代理和 Upwork 自由职业者的人工流程。结果显示，Tendem 在保持与纯人工操作相当的运营成本的同时，持续提供更高质量的输出，并具备更快的交付速度。在第三方智能体基准测试中，Tendem 的 AI 代理（独立运行，无须人工干预）在网页浏览和工具使用任务上达到接近顶尖水平，在前沿领域知识和推理任务上也表现优异。
原文摘要 · Abstract (English)
Tendem is a hybrid system where AI handles structured, repeatable work and Human Experts step in when the models fail or to verify results. Each result undergoes a comprehensive quality review before delivery to the Client. To assess Tendem's performance, we conducted a series of in-house evaluations on 94 real-world tasks, comparing it with AI-only agents and human-only workflows carried out by Upwork freelancers. The results show that Tendem consistently delivers higher-quality outputs with faster turnaround times. At the same time, its operational costs remain comparable to human-only execution. On third-party agentic benchmarks, Tendem's AI Agent (operating autonomously, without human involvement) performs near state-of-the-art on web browsing and tool-use tasks while demonstrating strong results in frontier domain knowledge and reasoning.
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品；中文卡片由大模型生成，请以原文为准。