AI Testing Talks – Test Design for AI Systems

Last week, we launched AI Testing Talks – a series of lectures discussing the applications of artificial intelligence (AI) to various software testing processes as well as the software testing approaches and tools used in testing AI-based solutions.

On 13 May, we held the first lecture on the “Test Design for AI Systems”. Our lecturer was Murad Mamedov, AI Researcher, Exactpro.

“Machine Learning (ML) has achieved remarkable progress over the past decade and has been widely applied to many industry domains, including safety-critical ones. With the expansion of ML, the risks related to correctness and robustness are also evolving. Businesses and governments are mitigating the risks with regulatory activities. Since software testing is an important aspect of monitoring and control processes, its applications in ML-based systems (MLS) are also evolving.”

During this lecture, we discussed what's already achieved in the area of AI testing, what challenges businesses have already encountered and the possible ways to tackle them.

Murad's presentation is available at https://speakerdeck.com/exactp....ro/test-design-for-a

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Exactpro is a leading independent provider of software testing services for mission-critical technology that underpins global financial markets. The firm is experienced with trading, clearing and settlement platforms, market surveillance systems, market data systems, collateral and risk management systems, and post trade infrastructures. Exactpro provides functional and non-functional testing services to exchanges, clearing houses, securities depositories, trade repositories, digital exchanges, central banks, brokers, technology vendors and investment banks worldwide. Headquartered in the UK, Exactpro employs over 700 members of staff.

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