Designers call a boundary they chose “restraint.” Researchers who inherit the same boundary — unchosen — call it a lottery.
Enrique Presa Studio, working from Palma de Mallorca, built the visual identity for Essence on a near-monochrome palette, a modular grid, tight kerning on the logotype, generous tracking on utility captions. The writeup calls this structural restraint. Strip the palette down and hierarchy has to carry the visual weight; limit the typefaces and spacing becomes the only variable left.
Sara Hooker, in a 2020 paper, gave the same force a different name. The hardware lottery is her term for what happens when GPU architecture determines which algorithms get tried. GPUs do matrix multiplication well, so neural networks thrive. Ideas that need a different computational substrate — associative memory, symbolic architectures — nobody builds them. Nobody chose the constraint.
A boundary narrows the field of possible expressions. The boundary determines what survives, not what’s best.
The difference is one word: intent. Designers choose the boundary and call the result rigor; researchers inherit it and call it luck. Neither word changes what the boundary does.