artificial intelligence

Articles

Artificial intelligence bot AI-Driven Test Automation and Your Future

Many software testers are lamenting the impending demise of their jobs thanks to artificial intelligence. But Jon Hagar thinks there's no need to panic just yet. Here, he details some capabilities he's seen in AI, relates how these can be used in software testing, and explains why he thinks most people don't have to worry—although he also explains who should! As usual, it comes down to a willingness to learn new things.

Jon Hagar's picture Jon Hagar
Close-up of computer keyboard Testing AI Systems: Not as Different as You’d Think

AI-based tools have transformed from a vague, futuristic vision into actual products that are used to make real-life decisions. Still, for most people, the inner workings of deep-learning systems remain a mystery. If you don’t know what exactly is going on while the input data is fed through layer after layer of a neural network, how are you supposed to test the validity of the output? It’s not magic; it’s just testing.

Kerstin Kohout's picture Kerstin Kohout
Brain made out of a circuit board Leveraging Machine Learning to Predict Test Coverage

Test coverage is an important metric within test management, and as technology evolves, we‘re able to leverage new trends to predict coverage. Weka, an open source suite of machine learning software, can take your test management beyond spreadsheets to the latest AI technologies, letting you predict your test coverage earlier with greater accuracy.

Bhavani Ramasubbu's picture Bhavani Ramasubbu
A robot hand touching a keyboard 5 Things That Will Impact the Future of Software Testing

From the way we look at software, evaluate risks, think about complexity, design our test approach and strategy, and help to release a stable product to the customer, technology has had an influence on how we test software. And that influence will only continue as technology advances. On a high level, here are five key things we’re already seeing that are going to shape the future of software testing.

Raj Subramanian's picture Raj Subramanian

Interviews

Raj Subramanian Testing in an AI World: A Conversation with Raj Subramanian

Raj Subramanian, developer evangelist at Testim.io, talks about artificial intelligence; the differences between AI, machine learning, and deep learning; and what AI means for the future of software testing.

Owen Gotimer's picture Owen Gotimer
Artificial intelligence brain Why Testers Should Take Control of the AI Narrative: An Interview with Tariq King and Jason Arbon
Video

In this interview, Tariq King, the senior director and engineering fellow for quality and performance at Ultimate Software, and Jason Arbon, the CEO of test.ai, explain the role artificial intelligence plays in modern testing and why you should establish a foundation right now.

Jennifer Bonine's picture Jennifer Bonine
Geoff Meyer How Machines Will Impact the Way You Test Software: An Interview with Geoff Meyer

In this interview, Geoff Meyer, a test architect in the Dell EMC infrastructure solutions group, discusses whether or not testers should be nervous about artificial intelligence, what testers can do right now to keep up with the times, and when AI is most useful for software teams.

Josiah Renaudin's picture Josiah Renaudin
Jason Arbon The Future of Software Testing with AI: An Interview with Jason Arbon
Video

In this interview, Jason Arbon, the CEO of Appdiff, explains how artificial intelligence is going to change the way we test our software. He talks about why testers shouldn't be afraid that AI will take their jobs and shows how machine learning can actually be approachable.

Jennifer Bonine's picture Jennifer Bonine

Conference Presentations

STAREAST AI in Testing: A Moderated Panel Discussion
Slideshow

Artificial intelligence is the newest trend in software testing. But what is it, and how will it impact the tester's role, both today and in the future? What do you need to do to embrace this emerging technology? Adam Auerbach and Jennifer Bonine will moderate this panel discussion—which will include Jason Arbon, Dan Belcher, Tariq King, Jeff Nyman, and Jeremias Rößler—to give you an opportunity to hear the opinions of industry leaders about AI in testing. You will have a chance to drive the debate, so come prepared with all your AI questions.

Adam Auerbach
STARCANADA Improve Testing of AI Systems with "Grey-Box" Testing Technique
Slideshow

There are two main challenges to testing systems that incorporate elements of artificial intelligence. First, the same input can trigger different responses as an AI system learns and adapts to new conditions, and second, it is difficult to understand what the correct response really should..

Yury Makedonov
STARCANADA How AI Is Transforming Software Testing
Slideshow

Artificial Intelligence (AI) and machine learning concepts are rapidly being integrated into IT systems. Companies like Apple, Tesla, Google, Amazon, and Facebook have started investing more in AI to solve different technological problems in the areas of health care, autonomous cars...

Raj Subramanian
STARCANADA What’s Our Job When the Machines Do Testing?
Slideshow

After its highly hyped introduction decades ago and followed by a long, quiet “winter,” artificial intelligence (AI) has slowly crept back into our consciousness. While our Siri and Alexa assistants entertain us, machine learning (ML) has brought new conveniences into our lives...

Geoff Meyer

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