S2W Provides Generative AI Platform 'SAIP' to Hyundai Steel
HIP aims to:
- Provide a knowledge information system to its employees.
- Improve efficiency in internal document searches.
- Support employee tasks and enhance efficiency through a management support chatbot.
S2W has built a big data system tailored for the steel industry and applied an ontology-based SAIP to provide accurate responses. SAIP combines a secure structure with RAG (Retrieval-Augmented Generation), defending against data breaches and internal threats, ensuring both accuracy and safety.
HIP is the first instance of utilizing an AI platform in the steelmaking and refining sector with LLM (Large Language Models). S2W anticipates the future application of SAIP across various industries, including finance, steel/chemical, and ICT.
S2W, a data intelligence company specializing in AI, big data, and security technologies, has been recognized for its technological prowess. It developed the AI language model for the dark web, 'DarkBERT,' and annually publishes papers on AI language models in prestigious conferences such as NAACL and ACL.
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Ontology
The concept of 'ontology' was defined in 1992 by
RAG (Retrieval-Augmented Generation)
RAG is a technology that optimizes the outputs of LLMs by utilizing reliable external data sources, thereby reducing hallucinations in generated responses.
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SOURCE S2W USA Inc.
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