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Data Privacy Concerns and Solutions When using LLMs in Production - Lize Raes

Microsoft for Java Developers
5.49K subscribers
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217 views 1 year ago #ai #llm #java
When using AI for internal processes and in production, businesses face challenges with the privacy of employee and customer data, as well as trade secrets. As AI legislation is only just beginning to take shape, this session will explore key considerations such as model provider terms, regulatory environments, and GDPR. Depending on the stringency of your data privacy concerns, we will outline approaches like local prompt filtering, automated anonymization, and the use of local models to reduce or eliminate risks. #java #jdconf #llm #ai ...more
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Data Privacy Concerns and Solutions When using LLMs in Production - Lize Raes
8Likes
217Views
2024Mar 27
When using AI for internal processes and in production, businesses face challenges with the privacy of employee and customer data, as well as trade secrets. As AI legislation is only just beginning to take shape, this session will explore key considerations such as model provider terms, regulatory environments, and GDPR. Depending on the stringency of your data privacy concerns, we will outline approaches like local prompt filtering, automated anonymization, and the use of local models to reduce or eliminate risks. #java #jdconf #llm #ai

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Microsoft for Java Developers

5.49K subscribers