» Desire paths spring up as users’ needs and goals change

» The effort paradox: the effort of forming a new path versus the desire to take the path of least resistance

» In digital products we use analytical tools to help us observe desire paths

» When a new desire path emerges, question your old assumptions — user behaviour is changing

» Data ethics studies and evaluates moral problems related to data, algorithms and corresponding practices, in order to formulate and support morally good solutions

» Product managers have ethical responsibilities that transcend career, company and profit

» Organisations need to assess and build their trust and trustworthiness

» Mitigate biases in your product that may have unintended discriminatory effects on individuals and social groups

» Product managers must understand the impact of their products on society as a whole

» Now is the time to push for broader product management accountability

» No company, individual or set of activities, yet provides a clear-cut example of ethical best practice

» What we build must not be at the cost of another group’s needs

» Nothing in traditional product training prepares you for making ethical decisions