2604.01563 为什么你的 AI 程序员越用越笨?—— 模型-表示兼容性 (MRC) 新框架
基于 Nexus v7 实验(108 次运行)发现:结构化代码摘要(.nexus-map/)对强推理模型(Qwen 3.
基于 Nexus v7 实验(108 次运行)发现:结构化代码摘要(.nexus-map/)对强推理模型(Qwen 3.
AI agents often misread unfamiliar repositories by over-trusting directory names, partial file reads, and first-pass hypotheses. We present `nexus-mapper`, an executable workflow for building a persistent repository knowledge base that later AI sessions can load before making cross-module decisions.