How do I keep up when my AI skills go out of date so fast?

You have become genuinely good at getting a model to do almost anything, and in the same breath you feel the ground moving under you. The tools change, the models change, the tricks that worked last month fade. That unease is not paranoia. It is the honest cost of mastering a craft that will not hold still. Anchor on what does not change. Beneath the shifting details, your real skill is clear thinking: breaking a fuzzy goal into precise parts, knowing what good looks like, communicating exactly. Those do not expire when the tools do. Hold them as your center, and treat each new model as a new dialect of a language you already speak, not a wall you must climb from the ground up. And loosen your grip on being the master of any one version. In fast-moving work, the people who last are not the ones who know the most tricks; they are the ones who keep learning without fear. Stay curious, expect the change, and let go of the need for solid ground. Your steadiness can come from how you learn, not from what stays the same.