Efficiently harnessing entanglement for precise measurements has long been hampered by inaccuracies in calibrating reference points. Now, an adaptive technique allows progressively stronger signal amplification during quantum phase estimation while simultaneously correcting for errors arising from imperfect state preparation. This advancement unlocks larger entangled states, reducing computational demands and paving the way for higher precision on current devices.