CASE EVIDENCE / A RECORD
Minh Ha-Duong / CIRED-CNRS AEDIST project 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T10:20:21Z。
原始记录：AEDIST technical report used Qwen3 Max Thinking to audit claims in an energy-data AI benchmark paper
Chinese Brief
Minh Ha-Duong / CIRED-CNRS AEDIST project 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T10:20:21Z。 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
这是一个围绕软件工程任务执行的真实任务，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：The AEDIST project, a technical feasibility report for AI-driven energy data integration, used Qwen3 Max Thinking as one of the models to audit a draft technical report and identify the strongest inconsistency, weakest …
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：The public audit artifact records the model run as qwen/qwen3-max-thinking on 2026-05-01, with token counts and wall time, and includes a concrete four-part critique: it flags an inconsistency between the claimed satura…
Qwen3 Max Thinking (Preview) 在该案例中承担软件工程任务执行相关的生成、分析、编排或实现角色。 原始资料写作：Qwen3 Max Thinking contributed analytical review of the report by reading the paper context and producing specific critique points for methodological consistency, empirical support, and claim selection, which were saved…
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：Evidence is a public GitHub repository and raw artifact is reachable. The artifact records the model slug as qwen/qwen3-max-thinking; this candidate maps it to the Atlas model Qwen3 Max Thinking (Preview) because the ta…