Insects respond to environmental stress through molecular plasticity, stress signaling, proteostasis, cellular repair, metabolic reconfiguration, and recovery processes, yet activation of these systems is often interpreted too readily as evidence of resilience. This critical synthesis distinguishes molecular responsiveness from demonstrated maintenance or restoration of organismal function. Evidence from thermal, freezing, chilling, and desiccation studies shows that responses vary with stressor identity, exposure history, life stage, tissue, taxon, and measurement scale. Functional perturbation experiments identify genuine contributions of selected regulatory, proteostatic, repair, and metabolic pathways in focal systems, but the direction of benefit can reverse across stresses or endpoints. Molecular signatures may diverge between laboratory and field settings despite similar phenotypes, while compensatory responses can occur alongside declining performance or irreversible cellular injury. We therefore treat resilience as an evidence-bounded property of linked but separable processes: response activation, functional mediation, cellular maintenance and repair, metabolic reconfiguration, recovery, and persistence of organismal function within physiological limits. This framing does not assume that plasticity is adaptation, that molecular induction is beneficial, or that laboratory mechanisms transfer directly to field populations. The synthesis identifies where stronger inference requires perturbation, temporal resolution, cross-stage replication, orthogonal measurement, and direct linkage to recovery and performance.