Everything AI engineering does ultimately comes down to giving the model a pen and a longer tape. Real breakthroughs only happen at the model layer.

Experience that works on humans doesn't necessarily work on models. The executor changed.

A TCM doctor reads a tongue, an AI reads feature vectors, a calligrapher reads rhythm — they use different languages to describe the same ability: recognizing patterns in noise.