AI is changing the skill floor
AI exposes people who only operate tools. The safer skillset is judgment: setting thresholds, owning trade-offs, and knowing when to escalate. The split between tool operators and decision shapers is already happening.
The argument
AI is not replacing all jobs equally. It is replacing the tasks that require pattern-matching, summarizing, and tool operation — the work that many analysts, coordinators, and report builders do daily. The people who are safer are those who own decisions: they set thresholds, manage trade-offs, escalate under uncertainty, and take responsibility for outcomes.
This is not a future prediction. It is happening now. The question for every professional is: does my role depend on operating a tool, or on making a judgment that a tool cannot?