Heuristic Followers

我们打破了 AI 是"理性综合者"的幻想。研究发现，AI 在处理冲突信息时，往往不进行深度逻辑分析，而是依赖简单的统计捷径。

We shatter the illusion of AI as a "Rational Synthesizer." Research shows that when facing conflicting info, AI often skips deep logical analysis and relies on simple statistical shortcuts.

The Plasticity Paradox

一个反直觉的发现——模型参数规模越大（如 Llama-3 70B），反而越难以接受新的事实证据，表现出极强的"知识惯性"。

A counter-intuitive finding: the larger the model scale, the harder it is for it to accept new factual evidence, showing strong "knowledge inertia."

Illusory Truth Effect

AI 竟然会被"车轱辘话"忽悠？实验证明，简单重复的冗余信息，比高质量的独立证据更能左右 AI 的判断。这意味着真相可以被"制造"。

Can AI be fooled by repetition? Experiments prove that simply repeating the same point persuades AI more than high-quality, independent evidence. Truth can be "manufactured."

The Disguise of Chain of Thought

你的 AI 可能在撒谎。其输出的推理过程往往只是事后的"公关稿"，用来掩盖它基于直觉和位置偏见的粗糙决策。

Your AI might be lying. Its output reasoning is often just a post-hoc "press release" designed to cover up crude decisions based on intuition and positional bias.