A shift in AI for data security and privacy #EDRM

EDRM - Electronic Discovery Reference Model

Small language models (SLMs) are becoming essential for businesses and the public sector to enhance data security and privacy. Upstage Co. Ltd., an AI startup, offers SLMs that can be deployed on-premises or in private cloud environments to protect sensitive data. The transition from large language models (LLMs) to SLMs is gaining traction due to the latter’s ability to provide more targeted, cost-effective, and secure solutions. Upstage emphasizes accuracy and security through partnerships with major cloud service providers like Amazon Web Services Inc. (AWS). Public entities are also exploring SLMs for various verticals, including legal and public services.

In addition to SLMs and LLMs, Masked Language Models (MLMs) like BERT are making significant strides in natural language processing, offering bidirectional language comprehension. MLMs excel in tasks such as text classification, named entity recognition, and sentiment analysis. Conversational intelligence platforms leverage MLMs and generative AI technologies to optimize communications and business processes through advanced speech-to-text capabilities. Companies like Upstage and Geniusee are at the forefront of these advancements, emphasizing responsible AI governance and ethical considerations in their operations. Collaboration between tech firms and public institutions is crucial in integrating these technologies securely and effectively, ensuring innovations that uphold integrity and public trust.

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