Recent advances in quantum metrology — including entanglement-enhanced measurements, optical and nuclear clocks, levitated optomechanics, electromagnetic resonators, and precision spectroscopy — have opened novel pathways to probe fundamental physics at the precision frontier. Quantum-enabled platforms are particularly powerful for detecting ultralight dark matter, new long-range forces, and violations of fundamental symmetries. This program will bring together atomic, molecular, and optical (AMO) physicists, quantum information scientists, and particle theorists to chart the future of quantum-enabled searches for physics beyond the Standard Model. Central themes include: phenomenology of light fields and dark matter candidates; precision tests of fundamental symmetries with atoms, molecules, and nuclei; new forces and tests of gravity via optomechanics and atom interferometry; and quantum advantages in metrology, including entanglement, squeezing, error correction, and quantum-limited readout. Through forging connections between theory and experiment, the program aims to seed novel detection concepts, develop sensitivity benchmarks for next- generation experiments, and form lasting collaborations bridging the AMO physics, quantum information, and particle physics communities.