揭示AI研究报告的5种系统性失败模式，帮你揪出单位换算等隐藏错误，提升报告可信度
AI research reports look authoritative. The numbers line up, the charts are clean, and every claim has a source citation. But when you actually open t…
37,000次审计揭秘AI推荐引擎的“失效模式”：ChatGPT等助手推荐品牌而非链接，营销策略必须重构。
arXiv:2605.27439v1 Announce Type: cross Abstract: AI assistants like ChatGPT and Claude are recommendation engines, not search engines: they answer co…
用压力测试方法系统揭示LLM记忆系统的关键失效模式，为改进大模型记忆能力提供实证依据。
arXiv:2605.26667v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on external memory systems to remain consistent ac…