AI BriefingLG AI Research 527
Key point
LG AI Research has unveiled 'NEXUS,' an Agent AI system that automatically analyzes and tracks the legal risks of datasets.
Details
As the reliability and safety of outputs become as important as the performance of AI models, LG AI Research has researched Agent AI technology that tracks the Life-Cycle of training datasets to analyze legal risks.
The project that implements this technology is NEXUS. NEXUS automatically analyzes the dependencies of datasets with complex hierarchical structures to detect license conflicts, discrepancies in rights relationships, and the presence of personal information.
NEXUS is based on the EXAONE 3.5 model and consists of three core modules:
- Navigation Module: Web document exploration and entity analysis
- QA Module: Extraction of dependency and license information
- Scoring Module: Understanding license clauses and scoring legal risk
In terms of performance, NEXUS achieved a speed 45 times faster than experts at 1/700 the cost. In actual tests on 216 Hugging Face datasets, it recorded approximately 81.04% accuracy in dependency identification and 95.83% accuracy in license document identification, demonstrating excellent performance that surpassed the average score of lawyers.
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