Blogs
The Hidden Layer: The Art of Testing Machine Learning Systems
Explore the intricate world of testing in machine learning. Delving into the core challenges of data quality, bias, and interpretability, this blog unveils innovative strategies to ensure the reliability and fairness of AI applications. From metamorphic testing to combinatorial approaches, discover how to fortify ML systems for real-world deployment.
AI Under Fire: Why Are People Increasingly Skeptical About AI Tools and Is It Justified?
In this blog post, I delve into the evolving perceptions of AI, particularly in the context of Large Language Models like ChatGPT. After encountering skepticism in a comments section, I reflect on the changing narrative around AI, exploring whether it's the technology or our expectations that have shifted. I examine the nature of AI's generativity, the misconceptions surrounding its capabilities, and the importance of managing expectations in the rapidly advancing AI landscape.
Exploring AI in Software Testing: Tools, Features and Promises
Explore the transformative potential of AI in software testing and QA. This post delves into the latest AI tools revolutionizing the field, offering a fresh perspective on how automation and AI are reshaping software testing practices. Join me as I analyze key AI-driven tools, revealing their capabilities and the impact they could have on the QA landscape.
The Rise of the Machines: Will AI Make Software QAs Obsolete?
Explore the intriguing debate on AI's impact on Software QA roles. Will AI advancements render human QAs obsolete, or is there more to this story? This blog delves into a captivating internal dialogue between the AI Devil and Human Angel, examining the complexities and future of AI in the QA domain.