Behavioral change in insects is often described either as short-lived flexibility or as an outcome of evolutionary adaptation, yet this binary obscures an intermediate class of phenomena in which learning, developmental plasticity, and socially acquired information alter behavior on ecologically relevant timescales without demonstrating contemporaneous genetic change. This perspective argues that behavioral adaptation should be treated as an evidence-bounded description of context-sensitive adjustment rather than as shorthand for evolutionary adaptation. Evidence from bees, flies, mosquitoes, moths, butterflies, crickets, and ants shows that insects can acquire new actions, retain reward information, carry effects of earlier environments across life stages, use conspecific-derived cues, and sometimes transmit behavioral variants among individuals. However, persistence is conditional, social information does not always imply copying, apparent traditions can be method-sensitive, and laboratory cognition does not map uniformly onto ecological or reproductive performance. The article therefore separates five inferential questions: what changed in behavior, what information generated the change, how long the change persisted or was updated, whether it spread among individuals, and whether any genetic or population-level evolutionary change was actually demonstrated. The central synthesis is a proposed multilevel distinction between rapid behavioral adjustment and genetic adaptation that allows both processes to coexist without conflation. This framing clarifies where insect behavioral evidence is strong, where mechanisms remain taxon- or task-specific, and which experiments are needed to connect plastic responses to ecological consequences and longer-term evolutionary feedbacks.