720476Augmented Intelligence Help Systems (Akacode Tech)ClosedGRD Development of PrototypeInnovate UKSoftware is the disruptive force driving innovation, providing the competitive edge to business, reshaping the world economies and transforming all sectors of our society. Software has become an indispensable commodity without which our modern world cannot function and has turned software development into a global economy that provides employment to millions of programmers and is worth billions of US dollars per annum. Meanwhile, the demand for software is rapidly growing, but the number of developers available to produce this commodity is not. Increasing the pool of available skilled developers will help, but that alone is not enough. It is their effectiveness that will become the limiting factor in keeping up with the growing demand. Software is also becoming more complex with programs now routinely comprising tens of thousands or even millions of lines of code. Understanding how modern software works is cognitively challenging, but essential in order for developers to modify software and to find and correct errors in the code. The industry continues to ship software riddled with defects that compromise functionality, security and privacy, costing firms billions of US dollars annually. There is clearly an urgent need and an economic imperative to address this state of affairs. Programming is a hard cognitive task for humans to perform, so developers rely on a range of programming tools to ease that cognitive burden. The aim of this research project is to shift that cognitive burden from the programmer to the machine.