Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty Publications Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Kumar Jain, Yogesh; Sahu, Santosh; Singh, Jagriti; Maheshwari, Abhishek; Choudhary, Deepak Kumar; Bhagwati, Malleshappa T. Title A name given to the resource Scalable AI Models for Real-Time Ethical Decision-Making in Autonomous Business Operations Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2025 Source A related resource from which the described resource is derived 2025 International Conference on Automation and Computation, AUTOCOM 2025;pp.1503-1508 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/AUTOCOM64127.2025.10957624" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/AUTOCOM64127.2025.10957624</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105003902469?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105003902469?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Kumar Jain Y., Dr. D. Y. Patil Vidyapeeth - Col, Pune, India; Sahu S., Amity School of Engineering and Technology (ASET), Amity University, Department of Cse, Gwalior, India; Singh J., Manipal University Jaipur, India; Maheshwari A., School of Commerce, Finance and Accountancy, Christ (Deemed to be) University, Ghaziabad, India; Choudhary D.K., Muzaffarpur Institute of Technology, Department of Computer Science and Engineering, Muzaffarpur, India; Bhagwati M.T., Dr. D. Y. Patil Vidyapeeth - Col, Pune, India Description An account of the resource This study explores the application of scalable AI for real-time ethical decision-making in autonomous business running. The study takes into an account the crucial concerns i.e., the bias, fairness, robustness etc., working on the congruency of ethics and operational efficiency. This research investigates AI's impact on decision quality through a series of analyses interpreting visuals (in the form of decision accuracy comparisons, stakeholder satisfaction, and resilience when facing adversarial scenarios). Results show that scalable AI models display higher ethical adaptability and an ability to learn from changing regulatory and operational environments. The research emphasises the need for proper balance of morals and technological advancement in order to enable transparency, accountability, and reliability in autonomous devices. 2025 IEEE. Subject The topic of the resource AIScalable AI; Autonomous Business Operations; Bias Mitigation; Ethical Decision-Making; Fairness and Transparency; Gradient Boosting Decision Trees; Neural Network; Prune NN; SSNN Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Relation A related resource ISBN: 979-833154237-5; Language A language of the resource English Type The nature or genre of the resource Conference paper Rights Information about rights held in and over the resource Restricted Access; Hardcopy may be available in the library Format The file format, physical medium, or dimensions of the resource online