AI & ML Nature Is Weird

Visible light can now turn a chemical's most annoying waste process into the primary engine for cleaning water.

April 25, 2026

Original Paper

Visible-Light-Induced Electronic-State Modulation Enhances Singlet Oxygen Generation in Peroxymonosulfate Activation

SSRN · 6636642

The Takeaway

Charge-carrier recombination is usually a detrimental process that ruins the efficiency of chemical catalysts. This new method uses light to modulate the electronic states of atoms, forcing that waste energy to produce singlet oxygen instead. Chemists have spent decades trying to suppress this recombination to make reactions more efficient. This discovery flips that logic on its head by showing that the garbage phase of the reaction is actually a powerful tool. It provides a cheaper and more efficient way to neutralize toxins in industrial wastewater using nothing but light.

From the abstract

Singlet oxygen (1O2) plays a critical role in oxidative transformations, yet achieving selective and rapid generation via peroxymonosulfate (PMS), a recently developed strategy, remains a nontrivial challenge. Here we demonstrate visible light can function as an unconventional electronic-state regulator to control PMS activation toward 1O2 production. Using a dual single-atom CoMo catalyst anchored on graphitic carbon nitride, irradiation induces a reversible and opposite electronic-state modula