Thinking
Essays and research notes on AI systems, product judgment, governance, trust, and the institutions that shape them.
"Regenerate” does not tell the user that the first result was wrong. It promises that the next result could be more novel, accurate, interesting, or creative. That promise is part of the delight. It can also turn generation into a search for the system’s weakest boundary.
Most of us are expected to exercise good judgment inside systems we did not build, do not control, and cannot fully see. If judgment develops through observation, feedback, and shared practice, then helping people “know better” is not only an individual responsibility. It is a design challenge.
A gate determines whether something can pass. A decision system helps people determine what should happen, why, under which conditions, and with whose continued ownership.