Recent observations and model simulations have found that the Arctic has warmed considerably more quickly in recent decades than the rest of the globe, a process known as polar or Arctic amplification (AA). However, the Arctic's behavior during the past warm and cold periods remains less understood, particularly during the last deglacial period (∼21–11.7 thousand years ago (ka)), when atmospheric carbon dioxide (CO₂) concentrations rose by around ∼70–80 parts per million by volume, an increase comparable to human emissions since the Industrial Revolution. We investigate the AA factor over the last deglacial period using a fully coupled ocean–atmosphere simulation (TraCE-21k-II) with the Community Climate System Model version 3 (CCSM3). Our analysis shows that both the Arctic and global surface air temperature and the Atlantic Meridional Overturning Circulation (AMOC) strength varied coherently. A stronger AMOC transported more heat to the Arctic, enhancing both surface air temperature and AA factors. The AA factor was lower (∼1.8 times) during cold periods (e.g., early Heinrich 1 (∼19–17 ka) and the Younger Dryas (∼12.9–11.7 ka)) and increased to ~2.5 times during warm intervals (e.g., late Heinrich 1 (∼17–14.9 ka) and the onset of the Holocene (∼11.7–9.4 ka)). The highest AA (∼3 times) occurred during the Bølling–Allerød warm phase (∼14.9–12.9 ka), yet remained below modern observational estimates (∼4 times; Rantanen et al., 2022). These findings highlight that in the past, the Arctic warmed faster than the global average, particularly during warm phases, such that AA is a persistent but variable feature of past climate transitions. Since AA drives Arctic sea ice loss, it can weaken ice–albedo and modify lapse-rate feedbacks and trigger broader atmospheric and oceanic changes, thereby affecting regional and global climate systems.