Artists collaborate across cultural boundaries by engaging in cross-cultural exchanges, sharing experiences, and embracing diversity. They can work together on joint projects that incorporate elements from different cultures, drawing inspiration from each other's traditions, perspectives, and artistic practices. By fostering understanding, respect, and open communication, artists can create meaningful collaborations that celebrate the richness and diversity of our global cultural landscape.