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Original Article

The Rapid Evolution of AI: Transitioning from Big Data Tools to Autonomous Analytical Agents

Steven1
1 University of Sheffield, England, UK.

Published Online: January-April 2026

Pages: 301-306

References

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4. Stanford University. (2025). Artificial Intelligence Index Report 2025. https://aiindex.stanford.edu/report/
5. Gartner. (2025). Top Strategic Technology Trends for 2026: Agentic AI. https://www.gartner.com/en/articles/top-technology-trends-2026
6. Improvado. (2026). Will AI Replace Data Analysts? The 2026 Reality. https://improvado.io/blog/will-ai-replace-data-analysts
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9. Gartner. (2025). Gartner Identifies the Top Strategic Technology Trends for 2026.https://www.gartner.com/en/newsroom/press-releases
/2025-10-20-gartner-identifies-the-top-strategic-technology-trends-for-2026
10. Intellectyx. (2026). Top Strategic Technology Trends: Agentic AI – What to Expect in 2026. https://www.intellectyx.com/top-strategic-
technology- trends-defining-agentic-ai-in-2026/
11. Deloitte. (2026). 2026 Global Human Capital Trends: The Rise of the Orchestrator.https://www2.deloitte.com/us/en/insights/focus/ human-
capital-trends.html
12. World Economic Forum (WEF). (2025). The Future of Jobs Report 2025. https://www.weforum.org/publications/the-future-of-jobs- report-
2025/
13. PwC. (2025). 2025 AI Jobs Barometer: Global Report on AI’s Impact on Wages and Productivity.https://www.pwc.com/gx/en
/issues/artificial-intelligence/ai -jobs-barometer.html
14. Microsoft & LinkedIn. (2024). AI at Work Is Here. Now Comes the Hard Part: 2024 Annual State of AI in the
Workplace.https://www.microsoft.com /en-us/worklab/work-trend-index/ai-at-work-is-here-now-comes-the-hard-part
15. OECD.(2025).https://www.oecd.org/en/publications/oecd-skills-outlook-2025_26163cd3-en.html
16. Bender, E. M., Gebru, T., et al. (2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? https://dl.acm.org/do
i/10.1145/3442188.344 5922

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