Why Machine Learning is vulnerable to adversarial attacks and how to fix it

Machine learning can process data imperceptible to humans to produce expected results. These inconceivable patterns are inherent in the data but may make models vulnerable to adversarial attacks. How can developers harness these features to not lose control of AI?

The risks of AI outsourcing – how to successfully work with AI startups

Corporates are battling with technology giants and AI startups for the best and brightest AI talent. They are increasingly outsourcing their AI innovations to startups to ensure they do not get left behind in the race for AI competitive advantage. However outsourcing presents real and new risks which corporates are often ill equipped to identify and manage. There are real cultural barriers, implied risks, and questions that corporates should ask before partnering with any AI startup.