AI for All: An Empirical Study on Accessibility and Adoption Trends

In this era, finding a right AI tool can be challenging due to the availability of many out there. Inorder to overcome such a scenario of thinking over 10,000 AI tools. In this paper describes about a special dashboard that suggests AI tools for various purposes. . In ths AI tool system looks at what you do, your role, and what you need to offer some ideas. AI tool is build using the machine learning techniques, watching how people use the tools and getting smarter over time. And guess what? It works pretty well! People got skills aster (97% faster!), and way more people got involved (95%!). The suggestions were much better, too (over 15% better!). Even folks who were brand new to the system got good suggestions. Plus, cut down on the number of irrelevant suggestions. All in all, this should make AI way easier to find and use, which should help people get more done and learn new things.

Publication Details

Journal
Iconic Research and Engineering Journals
Published
2025-12-11
DOI
https://doi.org/10.64388/irev9i6-1712826
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

AI for All: An Empirical Study on Accessibility and Adoption Trends

Iconic Research and Engineering Journals
Artificial Intelligence in Healthcare and Education
article

AI for All: An Empirical Study on Accessibility and Adoption Trends

article en

Abstract

In this era, finding a right AI tool can be challenging due to the availability of many out there. Inorder to overcome such a scenario of thinking over 10,000 AI tools. In this paper describes about a special dashboard that suggests AI tools for various purposes. . In ths AI tool system looks at what you do, your role, and what you need to offer some ideas. AI tool is build using the machine learning techniques, watching how people use the tools and getting smarter over time. And guess what? It works pretty well! People got skills aster (97% faster!), and way more people got involved (95%!). The suggestions were much better, too (over 15% better!). Even folks who were brand new to the system got good suggestions. Plus, cut down on the number of irrelevant suggestions. All in all, this should make AI way easier to find and use, which should help people get more done and learn new things.

Iconic Research and Engineering JournalsVol. 9(6)
Quality Education
Openalex Percentile: Top 44%
Artificial Intelligence in Healthcare and Education
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