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The system also knows a given customer's security environment, but that data won't be used to train models. The Microsoft Security Copilot draws on GPT-4, the latest large language model from OpenAI - in which Microsoft has invested billions - and a security-specific model Microsoft built using daily activity data it gathers. But Microsoft is proceeding nevertheless, as it seeks to keep growing a cybersecurity business that fetched more than $20 billion in 2022 revenue.

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The resulting generative AI software can at times be "usefully wrong," as Microsoft put it earlier this month when talking up new features in Word and other productivity apps. Personal Loans for 670 Credit Score or Lower Personal Loans for 580 Credit Score or Lower

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