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Published Paper Details:
Responsible AI for Real-World Impact: Frameworks, Practices, and Challenges
Authors
Dhiraj Devidas Dangade,Nagsen Bansod
Downlaod Center
Keywords
--Responsible AI, Ethics, Fairness, Transparency, Governance, Explainability, AI Policy
Abstract
The swift development and implementation of Artificial Intelligence (AI) in key areas like healthcare, finance,
and governance have increased the demand for frameworks
to guarantee ethical, equitable, and responsible AI systems.
Responsible AI (RAI) has been a transdisciplinary approach
that seeks to harmonize AI development with human values,
the law, and societal aspirations. The following is a thorough
review of recent studies (2023-2025), international policy developments, and practices within industry on RAI. This systematically examines new standards, such as IEEE 7000 and the
European Commission's Ethics Guidelines for Trustworthy AI,
and determines their usefulness in practical contexts. Challenges
to operationalizing RAI are also cited, including algorithm bias,
transparency shortfalls, fragmentation of regulation, and the
model-performance vs. ethical-protections trade-off. In addition,
the paper suggests a multi-layered model for deploying RAI
that incorporates data governance, model accountability, human
monitoring, and ethical risk assessment. Using case studies in
healthcare, finance, and public services, the paper demonstrates
how good AI practices can prevent actual harms and foster
trust in automated systems. The results highlight the urgent
necessity for harmonized international standards and usable
tools to close the gap between values and AI deployment.
This piece makes its contribution to the debate by providing
actionable recommendations for researchers, policymakers, and
practitioners alike who are dedicated to advancing responsible
and sustainable AI.
IJCRT's Publication Details
Unique Identification Number - IJCRT2506833
Paper ID - 289790
Author type - Indian Author
Page Number(s) - h80-h84
Pubished in - Volume 13 | Issue 6 | June 2025
DOI (Digital Object Identifier) -
No Of Downloads - 61
Author Country - India, 412207, wagholi pune, wagholi pune, 412207, Others area
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Published Paper PDF : - http://www.ijcrt.org/papers/IJCRT2506833
Published Paper URL: : - http://ijcrt.org/viewfull.php?&p_id=IJCRT2506833
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Dhiraj Devidas Dangade,Nagsen Bansod, "Responsible AI for Real-World Impact: Frameworks, Practices, and Challenges", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 6, pp.h80-h84, June 2025, Available at :http://www.ijcrt.org/papers/IJCRT2506833.pdf
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