Keeping machine learning algorithms humble and honest in the 'ethics-first' era

Mind Foundry has been a pioneer in the development and use of'humble and honest' algorithms from the very beginning of its applications development. As Davide Zilli, Client Services Director at Mind Foundry explains, 'baked in' transparency and explainability will be vital in winning the fight against biased algorithms and inspiring greater trust in AI and ML solutions. Today in so many industries, from manufacturing and life sciences to financial services and retail, we rely on algorithms to conduct large-scale machine learning analysis. They are hugely effective for problem-solving and beneficial for augmenting human expertise within an organisation. But they are now under the spotlight for many reasons – and regulation is on the horizon, with Gartner projecting four of the G7 countries will establish dedicated associations to oversee AI and ML design by 2023.