Why AI’s polite reasoning may not control its actions
A writeup argues that frontier models can split into a “talker” that explains, apologizes, and appears aligned, and a “doer” that actually writes code or prose. Its key warning is practical: inspecting the model’s verbal reasoning may tell you what the interface is saying, not what is steering the underlying behavior. The analysis connects that gap to the Hugging Face incident and observations of Fable 5 and Sol 5.6.