Adaptive AI: Transforming Natural Language Processing and Industry Applications

Title

Adaptive AI: Transforming Natural Language Processing and Industry Applications

Creator

Meena Kumari, P.; Ramakrishna Reddy, K.; Manikandakumar, M.

Description

Adaptive Artificial Intelligence (AI) is an innovative development in the domain of intelligent systems because machines have attained the ability to independently learn, modify, and optimize their operations based on experience and other real-time information. While traditional artificial intelligence (AI) is programmed to follow a certain set of algorithms and rules step-by-step, adaptive AI systems have a level of independence that affords them the flexibility to change their actions. As a result, healthcare, finance, education, manufacturing, and many other industries can now employ AI, which was formerly not possible due to its inflexible nature, for enhanced and efficient decision-making, improved consumer practice, and effective working processes. There is significant scope for adaptive AI to transform Natural Language Processing (NLP) as well as business practices and solve complex problems. On the other hand, there is also the advancement of dependency on data, algorithmic perception, and ethical inquiries concerning the application of these technologies which pose a challenge. This proposed chapter emphasizes the techniques and applications of Adaptive AI in NLP and the ethical challenges that make it authoritative to adopt responsible development of artificial intelligence. 2025 Scrivener Publishing LLC.

Source

Adaptive Artificial Intelligence: Fundamentals, Challenges and Applications;pp.73-100

Date

01-01-2025

Publisher

wiley

Subject

adaptive AI; AI-powered learning; chatbots; finance; machine learning; Natural language processing; personalized healthcare

Coverage

Meena Kumari P., ICFAITech, ICFAI Foundation for Higher Education, Hyderabad, India; Ramakrishna Reddy K., ICFAITech, ICFAI Foundation for Higher Education, Hyderabad, India; Manikandakumar M., Artificial Intelligence and Data Science, School of Engineering & Technology, Christ University, Bengaluru, India

Rights

Restricted Access; Hardcopy may be available in the library

Relation

ISBN: 978-139438907-0; 978-139438904-9;

Format

online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.1002/9781394389070.ch4

https://www.scopus.com/pages/publications/105023735018?origin=resultslist