CASE EVIDENCE / A RECORD
GuanxingLu 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-26T23:14:00Z。
原始记录：GuanxingLu reproduces Kimi K2.5 PARL Agent Swarm architecture on WideSearch with RL-trained orchestrator
Chinese Brief
GuanxingLu 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-26T23:14:00Z。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
任务
这是一个围绕研究分析和报告生成的真实任务，公开材料可以回溯到具体使用者和具体产物。 原始资料写作：Researcher GuanxingLu built OpenPARL, a from-scratch reproduction of Kimi K2.5's PARL (Parallel Agent Reasoning Layer) Agent Swarm as described in the paper arXiv:2602.02276 'Kimi K2.5: Visual Agentic Intelligence'. The…
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：A complete open-source reproduction of the K2.5 PARL agent swarm architecture, including RL training pipelines, evaluation scripts, and ablation studies. The project demonstrates that K2.5's PARL agent swarm methodology…
Kimi K2.5 在该案例中承担研究分析和报告生成相关的生成、分析、编排或实现角色。 原始资料写作：Kimi K2.5 provides the foundational research paper and architecture specification (arXiv:2602.02276) that OpenPARL reproduces. The PARL Agent Swarm design pattern from K2.5 is the core innovation being studied, includin…
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：This is a research reproduction, not direct K2.5 API usage. The actual models used are Qwen3-4B variants. The value is in validating and open-sourcing K2.5's architectural innovations for the broader research community.