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IEEE P3826

IEEE Draft Standard for Technical Requirements for Large Language Models for Finance

Summary

New IEEE Standard - Active - Draft.
This standard aims to establish the framework and functional requirements for large language models for finance. The framework mainly includes the infrastructure layer, platform layer, data layer, model layer, service layer, application layer, operation and maintenance layer, and security layer. Through this standard, developers and industry stakeholders can help financial institutions identify potential risks more accurately and take corresponding measures to control them in time, thus improving the efficiency and accuracy of risk management

This standard defines a framework for and functional requirements for a financial
large language model system. The framework mainly includes the infrastructure layer, platform layer, data layer, model layer, service layer, application layer, operation and maintenance layer, and security layer.
This standard applies to the design, development, and application of financial models, and can also provide an evaluation method for financial large language models.

Notes

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Technical characteristics

Publisher Institute of Electrical and Electronics Engineers (IEEE)
Publication Date 12/12/2025
Page Count 21
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