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Next Data Paradigm: Using AI to Manage All Human Data. Foundations, Architecture, and Challenges in Using a Universal AI Data Manager
Roman Lukyanenko

Next Data Paradigm: Using AI to Manage All Human Data. Foundations, Architecture, and Challenges in Using a Universal AI Data Manager

Author / Organization:
Science & Mathematics Published 2025 Verification Pending

Overview & Synopsis

In the age of smart IT, data management -the very foundation of information technology -remains laborious, inefficient, largely inaccessible, falling far short of its potential. The means of taking a major leap forward in data management is here. The rapid evolution of artificial intelligence presents a paradigm-shifting opportunity in digital storage and data management. This paper suggests how Agentic AI systems can revolutionize the ways organizations and people store, organize, and retrieve data. We propose AI to manage all data storage and retrieval needs of humans. By leveraging advanced machine learning, and autonomous decision-making capabilities, AI-driven data management promises to transform data management from an inefficient process to an intelligent personalized service accessible to everyone.

Indexed from repository: HAL Open Science (hal.science)
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Document Information

Document Title Next Data Paradigm: Using AI to Manage All Human Data. Foundations, Architecture, and Challenges in Using a Universal AI Data Manager
Author / Organization Roman Lukyanenko
Subject & Discipline Multidisciplinary Academic Open Research
Categories Science & Mathematics
Publication Year 2025
License / Rights Open Access / Creative Commons
Resource Verification Listed PDF (Verification Pending)
Original Host Website HAL Open Science (hal.science)
File Format application/pdf (Portable Document Format)
Language EN
Catalog ID DOC-213140
Original Source Link Visit Source Page on hal.science »