A circulating claim describing CISA Emergency Directive 26-34 mandating AI video surveillance audits for a technique called ‘pixel blindness’ is unverified and does not appear in CISA’s public Emergency Directive registry; the named attack technique has no confirmed presence in adversarial ML literature and the item is consistent with AI-generated fabrication. No compliance action should be taken on this claim. Organizations relying on AI-driven video surveillance should independently assess adversarial ML exposure using MITRE ATLAS as the appropriate reference framework, not the claimed directive.