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A user asked an AI assistant to summarize a contract clause. The assistant returned a confident but completely incorrect summary in 340 milliseconds with HTTP 200. The incident exposed that standard SLOs like latency and error rates miss the core risk of LLM-powered applications: plausible-sounding wrong answers.
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