CONCEPT
Imagination-to-Artifact Ratio
Segal's term for the gap between what a person can conceive and what they can produce — which AI collapsed to approximately the length of a conversation, and which Gopnik's framework reveals to be an exploitation metric that leaves the exploration ratio untouched.
The imagination-to-artifact ratio is the name Edo Segal gives in You On AI to the historical distance between a human's capacity to conceive something and the labor required to produce it. A medieval cathedral carried an enormous ratio: the architect's vision required an army of stonemasons working for decades. A modern building carried a smaller ratio: computer-aided design compressed the gap to weeks of digital modeling. Software development through 2020 still carried a significant ratio: the idea existed in a day, the implementation required months. In the winter of 2025, the ratio collapsed. Natural-language conversation with a capable AI system reduced the gap between conception and working artifact to hours. Gopnik's framework reveals that this collapse is entirely within the exploitation phase — the imagination-to-understanding ratio is a different matter entirely.
In The You On AI Field Guide
Segal's framing captures something real and important: the translation cost between human