International Journal of Leading Research Publication

E-ISSN: 2582-8010   •   Impact Factor: 9.56

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

Call for Paper Volume 6 Issue 4 April 2025 Submit your research before last 3 days of to publish your research paper in the issue of April.
Submit Research Paper Join as a Reviewer

Plagiarism is checked by the leading plagiarism checker TurnItIn

Call for Paper

Volume 6 Issue 4
April 2025

Submit your research paper

Indexing Partners
Academia Advanced Sciences Index Bielefeld Academic Search Engine CiteSeer DRJI Google Scholar Independent Search Engine & Directory Network ISI (International Scientific Indexing) Issuu Mendeley Research Networks
RefSeek ResearcherId - Thomson Reuters ResearchGate Scirus Scribd Semantic Scholar UTeM - Universiti Teknikal Malaysia Melaka Wiki for Call for Papers WorldCat Zenodo

Unlocking the Power of Generative AI for innovation: Guiding principles for Responsible LLM applications

Author(s) Sibin Thomas
Country United States
Abstract This paper presents five key principles: setting clear goals, focusing on data quality, being open to changes, keeping human involvement, and following responsible AI practices. We also delve into architectural considerations for deploying LLMs, including data storage, model training, API gateways, application layers, and monitoring. We recommend starting with pre-trained models, using rapid engineering, applying transfer learning, and getting feedback to improve the performance of LLMs. There is a strong emphasis on keeping data private and secure, using methods to remove personal information and protect the models. By following these principles, organizations can take advantage of the benefits of generative AI and LLMs while reducing ethical and security risks. This paper aims to empower organizations to navigate the complexities of LLM adoption and contribute to the responsible development and implementation of these powerful technologies.
Keywords Generative AI, Large Language Models (LLMs), Artificial Intelligence (AI), Machine Learning (ML), AI Adoption, Ethics in AI Responsible AI
Field Engineering
Published In Volume 5, Issue 4, April 2024
Published On 2024-04-09
Cite This Unlocking the Power of Generative AI for innovation: Guiding principles for Responsible LLM applications - Sibin Thomas - IJLRP Volume 5, Issue 4, April 2024. DOI 10.5281/zenodo.14769559
DOI https://doi.org/10.5281/zenodo.14769559
Short DOI https://doi.org/g83ktw
View / Download PDF File

Share this



CrossRef

CrossRef DOI is assigned to each research paper published in our journal.

IJLRP DOI prefix is
10.70528/IJLRP

Downloads
Research Paper Format Copyright Permission Form and Undertaking Form Cover Page Vol 5 Isu 12 Cover Page Vol 5 Isu 11 Cover Page Vol 5 Isu 10

All research papers published on this website are licensed under Creative Commons Attribution-ShareAlike 4.0 International License, and all rights belong to their respective authors/researchers.

CC-BY-SA Open Access

About IJLRP
Fees & Payment
Current Issue
Publication Archive 		Submit Research Paper
Track Submission Status
Publication Guidelines
Publication Ethics
Peer Review & Plagiarism 		Join as a Reviewer
Editors & Reviewers
Reviewer Referral Program
Get Reviewer Membership Certi. 		Website/Journal Policies
Usage Policy
Content Policies
Privacy Policy
Contact Us +91-9687-828-838 editor@ijlrp.com