Decentralized AI: Leveraging Blockchain for Trustworthy Machine Learning Models

Artificial Intelligence (AI) improves decisions made by people in various programs, but the algorithms behind it rely on patterns of acquisition and a centralized design. Decentralized AI programs that handle issues of effectiveness, safety, and trust are now necessary due to this. These problems are addressed and a more effective solution is offered by blockchain-enabled technologies. Even if corporate and academic organizations have made advances in combining AI with different technologies, obstacles still stand in the way of its full implementation. In addition to discussing ways to overcome these obstacles, this paper highlights the need to integrate these innovations. The study also emphasizes the requirement for a broader strategy by emphasizing the possible benefits of integrating AI with complementary technologies in a variety of applications.

Authors

Publication Details

Journal
Journal of Informatics Education and Research
Published
2025-05-19
DOI
https://doi.org/10.52783/jier.v5i2.2753
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Decentralized AI: Leveraging Blockchain for Trustworthy Machine Learning Models

K Sudhakar.
Journal of Informatics Education and Research
Blockchain Technology Applications and Security
article

Decentralized AI: Leveraging Blockchain for Trustworthy Machine Learning Models

K Sudhakar.
article en

Abstract

Artificial Intelligence (AI) improves decisions made by people in various programs, but the algorithms behind it rely on patterns of acquisition and a centralized design. Decentralized AI programs that handle issues of effectiveness, safety, and trust are now necessary due to this. These problems are addressed and a more effective solution is offered by blockchain-enabled technologies. Even if corporate and academic organizations have made advances in combining AI with different technologies, obstacles still stand in the way of its full implementation. In addition to discussing ways to overcome these obstacles, this paper highlights the need to integrate these innovations. The study also emphasizes the requirement for a broader strategy by emphasizing the possible benefits of integrating AI with complementary technologies in a variety of applications.

Journal of Informatics Education and ResearchVol. 5(2)
Openalex Percentile: Top 85%
Blockchain Technology Applications and Security
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.