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Platform responsibility matters. Video sites and search engines must invest in better detection and removal of malicious links, clearer verification signals, and user education. Automated systems should be tuned to identify patterns: repeated redirects from common seed sites, domains with pornographic token patterns, and landing pages prompting suspicious “updates.” Transparency reporting about takedowns and user-facing warnings can reduce harm while preserving legitimate content freedom.