The future of cadmium-based QDs largely depends on overcoming the toxicity challenges. Innovations in encapsulation techniques, such as using silica coatings or developing hybrid materials, may provide safer ways to harness their properties. Additionally, ongoing research into alternative materials is likely to yield safer, more sustainable options for use in various applications.