Uncertainty

Most engineering disciplines accept that method follows from context. Nobody expects a bridge engineer, a documentary director, and a trauma surgeon to share a planning model, and nobody finds the difference remarkable. Software is one of the few fields where people go looking for a single methodology and then try to apply it to everything in sight. Agile is the most successful instance of that search, which makes it an awkward thing to argue about. The useful question is not whether it is good or bad. It is what kind of work it was meant for, and that turns out to depend on two things that have nothing to do with how much anyone likes the method. ...

Elijah never quite knew how to answer the question, “So, what do you do?” He could say AI liaison, but that sounded pompous and vaguely sinister. He could say digital compliance coordinator, but even his mother snorted at that one. In truth, he spent most of his days arguing with regulatory software about whether the hospital’s cancer diagnostics model violated EU data transparency directives or merely flirted with them. It was 2028, and Elijah worked at a hospital that could diagnose rare cancers with 99% accuracy. The machine, he refused to call it a colleague, could parse blood data, family history, and MRI scans in seconds. It was not always right, but it was close enough that human oversight had become more symbolic than necessary. ...