The Markup found that New York City's MyCity business chatbot was confidently giving illegal advice: that employers could take workers' tips, landlords could refuse Section 8 voucher holders, and that there were no rent restrictions — all contrary to New York law.
Business owners received official-looking guidance that would have exposed them to legal liability; the city faced sustained criticism for keeping the bot online.
Retrieval grounding against authoritative sources, refusal behavior on legal-compliance questions, and pre-deployment red-teaming catch systematic errors in government chatbots.
Guardion enforces policy on every agent action inline — with visibility, tamper-evident evidence, and DLP for agents and MCPs.
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