predicted that CISS could arise in chiral donor-acceptor systems through spin-orbit coupling, electron hopping, and exchange interactions. Using quantum master equations derived via the Nakajima-Zwanzig projection operator technique and validated with HEOM simulations, their model showed that spin polarization emerges dynamically (Figure ), displaying a nonmonotonic temperature dependence independent of spin-orbit coupling strength.