The Representation Stack For the past few years, most AI strategy conversations have focused on models. Which model is more accurate? Which …
Representation Debt : Executive summary Most organizations still think about AI risk in visible terms: a bad decision, a hallucinated answer, a …
The Representation Deficit Most organizations believe the AI race is about models. Which model is more accurate? Which model is cheaper? Which …
The Representation Maturity Model In the AI era, the real governance question is no longer whether a model works. It is whether …
Representation Capital The first wave of the AI era was about model power. Organizations competed on: larger models more parameters faster inference …
Executive definition: What is Representation Failure? Representation Failure is the condition in which an institution gives an AI system a weak, incomplete, …
