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Contributing Writer
Dr Andrew Bolster leads the Data Science team at Black Duck Software, where he focuses on AI/ML applications in cybersecurity and the safe deployment of large language models at enterprise scale. With a PhD in autonomous systems from the University of Liverpool, he bridges academic research with practical industry applications. Bolster is founder of Farset Labs hackerspace, treasurer of BSides Belfast, and serves on multiple AI ethics committees.
AI has already arrived in the software development lifecycle, not as a pilot program or controlled experiment, but as an everyday reality.
Apr 28, 2026 Β· 3 min