CONCEPT
The Invisible Losers
Juma's diagnosis of the structural asymmetry by which the costs of innovation transitions remain invisible to the people benefiting from them — a structural rather than moral failure that requires institutional remedies.
In every innovation transition Juma documented, the most striking feature of the social landscape was not the conflict between winners and losers but the invisibility of the losers to the winners. The invisibility is not produced by callousness. It is produced by structure — by the same mechanism that creates the transition itself. The winners experience the transition's effects as overwhelmingly positive: their gains are immediate, personal, and measurable. The losers experience the transition's effects as displacement, degradation, and loss. But their losses are invisible to the winners because winners and losers do not occupy the same social space, do not interact with the same people, do not consume the same media, and do not construct the same narratives about what is happening.
In The You On AI Field Guide
The structural invisibility has specific mechanisms. The developer who uses AI to produce code at unprecedented speed does not interact with the developer whose position was eliminated because AI made