Conclusion Zoom-bot spamming is not merely a technical annoyance; it’s an emergent socio-technical problem that threatens education, civic life, and vulnerable communities. Mitigation requires decisive platform changes, practical organizational policies, legal clarity, and user awareness. The goal is to restore virtual spaces as safe, reliable venues for work, learning, and community—without sacrificing accessibility or privacy.