Itinai.com hands on keyboard online learning platform on lapt 85fbe7fc 8d47 4bc4 ad27 70df7a35118f 3
Itinai.com hands on keyboard online learning platform on lapt 85fbe7fc 8d47 4bc4 ad27 70df7a35118f 3

LG AI Research Releases NEXUS: An Advanced System Integrating Agent AI System and Data Compliance Standards to Address Legal Concerns in AI Datasets

LG AI Research Releases NEXUS: An Advanced System Integrating Agent AI System and Data Compliance Standards to Address Legal Concerns in AI Datasets

Introduction to LG AI Research’s Innovations

With the rise of Large Language Models (LLMs), AI research has rapidly advanced, enhancing user experiences in reasoning and content generation. However, trust in these models’ results and their reasoning processes has become a significant concern. The quality and legality of the data used in these models are crucial, as the output relies heavily on the underlying datasets.

Introducing Agent AI

LG AI Research, a leader in AI, has developed Agent AI to tackle these challenges. This system monitors the lifecycle of training datasets, analyzing legal risks and potential threats associated with them. Additionally, LG AI Research has launched NEXUS, allowing users to explore results generated by Agent AI.

Addressing Data Compliance

LG AI Research emphasizes the importance of training data for AI models, especially as AI expands into various sectors. The main focus is on ensuring legal, safe, and ethical advancements. Their research revealed that training datasets are often redistributed multiple times, making it difficult to track their origins. This lack of transparency can lead to serious legal and compliance issues.

How Agent AI Works

Agent AI is designed to ensure data compliance by tracking complex datasets. It utilizes a comprehensive data compliance framework and the EXAONE 3.5 model. The system consists of three main modules:

  • The Navigation Module: This module navigates web documents and analyzes AI-generated text data to find relevant links and license documents.
  • The QA Module: It extracts dependency and license information from collected documents.
  • The Scoring Module: Trained with a dataset labeled by lawyers, it evaluates potential legal risks based on license details and metadata.

Efficiency and Accuracy

Agent AI operates 45 times faster than a human expert and is 700 times more cost-effective. In tests, it accurately detected dependencies in 81.04% of datasets and identified license documents in 95.83% of cases.

Legal Risk Assessment Framework

The legal risk assessment for datasets is based on an 18-factor compliance framework developed by LG AI Research. This framework considers various aspects, such as license grants and privacy concerns, ensuring reliable risk assessments. Results are classified into a seven-level risk rating system, helping users understand the legal implications of their datasets.

Setting New Standards

Research through NEXUS has revealed significant inconsistencies in rights relationships among datasets. For instance, only 21.21% of commercially available AI training datasets remained compliant after assessing dependency risks.

Future Goals

LG AI Research aims to enhance Agent AI’s capabilities by expanding the datasets it analyzes and evolving the data compliance framework into a global standard. They plan to collaborate with the AI community and legal experts to establish these criteria internationally. Ultimately, LG AI Research envisions NEXUS as a comprehensive legal risk management system for AI developers, fostering a safe and responsible AI ecosystem.

Get Involved with AI

If you’re looking to advance your company with AI, consider the following steps:

  • Identify Automation Opportunities: Find key customer interaction points that can benefit from AI.
  • Define KPIs: Ensure measurable impacts on business outcomes.
  • Select an AI Solution: Choose tools that meet your needs and allow for customization.
  • Implement Gradually: Start with a pilot program, gather data, and expand usage wisely.

For AI KPI management advice, contact us at hello@itinai.com. For ongoing insights into leveraging AI, follow us on Telegram or @itinaicom.

Discover how AI can transform your sales processes and customer engagement at itinai.com.

List of Useful Links:

Itinai.com office ai background high tech quantum computing 0002ba7c e3d6 4fd7 abd6 cfe4e5f08aeb 0

Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

Unleash Your Creative Potential with AI Agents

Competitors are already using AI Agents

Business Problems We Solve

  • Automation of internal processes.
  • Optimizing AI costs without huge budgets.
  • Training staff, developing custom courses for business needs
  • Integrating AI into client work, automating first lines of contact

Large and Medium Businesses

Startups

Offline Business

100% of clients report increased productivity and reduced operati

AI news and solutions