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DataFunSummit
DataFunSummit
Mar 24, 2025 · Artificial Intelligence

Large Language Models in Financial Risk Management: Applications, Challenges, and Future Outlook

This article examines how large language models are transforming financial risk management by mapping various risk categories to LLM capabilities, showcasing practical use cases across market, credit, reputation, operational, and anti‑fraud domains, while also discussing technical challenges, data‑space concepts, and future prospects.

Artificial IntelligenceData SpaceFinancial Risk Management
0 likes · 18 min read
Large Language Models in Financial Risk Management: Applications, Challenges, and Future Outlook
DaTaobao Tech
DaTaobao Tech
Jun 21, 2023 · Databases

Data Space Architecture and Metadata Models

The article outlines a data‑space architecture that employs a wide‑table design with dynamic columns and dedicated metadata tables, a metadata execution engine for business‑logic mapping, upgraded SQL parsing via Druid, MySQL‑proxy protocol handling, and distributed flow control using Redis and Zookeeper to enable scalable, multi‑tenant, low‑code and cloud‑native data management.

Data SpaceDatabase DesignOpen Platform
0 likes · 16 min read
Data Space Architecture and Metadata Models