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This research examines how artificial intelligence can improve software testing efficiency and effectiveness.

March 13, 2026Open Access

Artificial Intelligence in Software Testing: A Study on Efficiency

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Research investigates AI's role in improving efficiency in software testing, indicating significant advantages and challenges.

This research examines how artificial intelligence can improve software testing efficiency and effectiveness.
Comparative analysis of AI-based testing and conventional techniques
Review of existing research on AI applications in testing
Evaluation of AI-driven methods for test case generation and defect detection
AI approaches improve test efficiency and accuracy compared to traditional methods
Automated test case generation and intelligent defect detection are significantly enhanced
Challenges include data quality, algorithmic bias, and ethical concerns in AI adoption

Rutuja Kadam (2026) studied this question.

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