The difference between sequential decision-making tasks and prediction tasks, such as CV and NLP. (a) A sequential decision-making task is a cycle of agent, task, and world, connected by interactions.

Last month, the UK government announced plans to "mainline AI into the veins" of the nation and "revolutionise how AI is used in the public sector." Despite this very public commitment, government ...