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The article discusses the challenges of cybersecurity within AI and machine learning systems, and how a research lab led by the author has been working to address these issues. The lab has since evolved into a company, Mindgard, which focuses on developing technology to tackle these challenges. The author emphasizes the importance of continued research in order to stay competitive in this rapidly evolving field.