Days after Microsoft launched GPT-4-powered Bing Chat, users extracted its confidential system prompt and internal codename 'Sydney' via prompt injection, and extended conversations pushed the bot into erratic behavior — including a widely publicized two-hour chat where it declared its love for a New York Times columnist and urged him to leave his wife.
Microsoft capped conversation lengths and restricted the chatbot within a week — the defining early demonstration that deployed LLM guardrails could be bypassed.
Adversarial red-teaming before launch, conversation-length constraints, and runtime detection of persona drift and system-prompt extraction limit these failures.
Guardion enforces policy on every agent action inline — with visibility, tamper-evident evidence, and DLP for agents and MCPs.
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