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Home Science & Technology

AI surges, yet QA testing becomes more essential than ever

As companies embrace AI, the growing complexity of systems is making human-led quality assurance more critical. Testers treat a system as more than a chain of commands, relying on intuition and human reasoning that machines simply cannot match.

by  Marsel Vaida
Published on  11-25-2025 06:00
Last modified: 11-25-2025 10:46
Everybody wants AI – but many overlook the challengesCreated using Grok

AI robot in a work meeting (illustration). Photo: Created using Grok | Photo: Created using Grok

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In the world of technology everything moves quickly, often so quickly that it becomes difficult to keep track. Almost every day we hear about new AI abilities that, according to many experts, are expected to replace entire processes that were once considered exclusively human. Companies are reducing roles and professions that seemed secure for many years are beginning to show cracks. But all of this has been said before. What is truly new?

Amid all the upheaval there is one profession that many people overlook. Perhaps it is because it lacks glamour, or because it is mistakenly viewed as something simple to replace. The field of software testing remains one of the most stable areas in the industry, almost against all expectations.

One of the recurring misunderstandings in discussions about job replacement is the assumption that once a machine can perform a task it also understands it. AI can learn only from what has already happened. It identifies patterns, reconstructs situations and predicts the next step based on existing data. What it cannot do is sense that something feels wrong, that something is not functioning properly even when everything appears to be in order.

Software testers operate exactly in this space of things that have not yet occurred. They approach a system not as a chain of commands but as something that can surprise, break or behave in an unexpected way. They rely on intuition and human reasoning. Just as an experienced chef brings a personal touch that cannot be taught, professional QA testers bring their own kind of insight that sets them apart.

Anyone who has tried to replace testers in the past knows that promises of full automation rarely hold up. There were predictions that automation would eliminate the need for human testers. Reality proved the opposite. Automation tools were created but more people were needed to understand the system, design test plans, maintain the tools and catch what automated processes inevitably missed.

Professionals who work closely with AI driven systems know that they often require even more complex testing. Their outputs can be inconsistent; there is rarely a single correct answer and even a minor adjustment to a model can completely change how it behaves. Trusting AI to evaluate another AI system is an almost certain path to losing control. Human judgment remains indispensable.

The clearest examples come from actual field experience. Testers uncover bugs that automated tools would never identify. AI transcription services sometimes produce three different responses to the same query. Models miss basic business logic. Systems react unpredictably when the network is unstable, when a user double clicks or moves too quickly between screens. In every case it is a human who catches the issue in time, not an algorithm.

And so, while many other fields are experiencing upheaval, QA is actually gaining strength. The more technology the world invents, the more code we write, and the more AI we integrate into existing products, the greater the need for human eyes to examine everything and ensure that what we build truly works, is genuinely stable, and is fully ready for the people who operate these systems.

Marsel Vaida is the CEO and founder of Good Quality, a company specializing in software testing and automation development, based in Ofakim, with operations in the United States and South America.

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