All posts tagged: Algorithms

An aerial view of two contrasting fields—one green and one freshly plowed—separated by a narrow line of trees running diagonally across the landscape.

Algorithmic Monocultures: AI’s Overlooked Diversity Problem

Until recent­ly, com­pa­nies at least had to make the same mis­takes inde­pen­dent­ly. One orga­ni­za­tion might over­val­ue pres­ti­gious uni­ver­si­ties. Anoth­er might mis­take con­fi­dence for com­pe­tence. A third might qui­et­ly screen out uncon­ven­tion­al careers. Their judg­ments were often flawed. But they were flawed in dif­fer­ent ways.

Person wearing a VR headset seated in a tilted motion-simulator cockpit inside a blue-lit arcade room.

Welcome to the Hiring Simulator — the Strategy Game Nobody Enjoys

There’s this sto­ry we keep telling about the job mar­ket: it’s tough out there. Fine. I can live with that. And I’m say­ing this as some­one cur­rent­ly in it — reori­ent­ing on the way to my next role. I’m hav­ing con­ver­sa­tions, doing calls, send­ing appli­ca­tions, wait­ing, look­ing close­ly at what’s out there. And there’s this slight­ly sur­re­al expe­ri­ence of try­ing to meet a sys­tem where it is, with­out let­ting it define me.