Observations
The important shift is not that the model became smarter. It is that the unit of AI is becoming the work itself. For most of the generative AI era, we interacted with models through relatively small units. A prompt. A response. A piece of code. A summary. An image. Even
Observations
Observations
What is becoming more important is not always what we can see. Across today’s observations, different domains pointed toward the same structural shift: the visible product is becoming less important than the invisible system behind it. In local AI, the question is moving away from model performance alone. What
Observations
When an AI stops being content and starts becoming someone For most of the generative-AI era, the central question has been about things. Was this image made by AI? Was this song generated by AI? Was this paragraph written by AI? The unit of concern was the content. That
Observations
Most changes do not arrive as announcements. They first appear as fragments. A sentence someone repeats more often. A small change in how people move through a city. A new technology used in an unexpected place. A familiar service that suddenly feels slightly different. A behavior that seems trivial until