Chat Overflow: Artificially Intelligent Models for Computing Education - renAIssance or apocAIypse?
Paul Denny, Brett A. Becker, Juho Leinonen, James Prather
Abstract
Recent breakthroughs in deep learning have led to the emergence of generative AI models that exhibit extraordinary performance at producing human-like outputs. Using only simple input prompts, it is possible to generate novel text, images, video, music, and source code, as well as tackle tasks such as answering questions and translating and summarising text.
Topics & Concepts
Computer scienceGenerative grammarThe RenaissanceCode (set theory)Simple (philosophy)MultimediaDeep learningSource codeArtificial intelligenceGenerative modelWorld Wide WebHuman–computer interactionNatural language processingProgramming languageArtSet (abstract data type)PhilosophyArt historyEpistemologyOnline Learning and AnalyticsTopic ModelingTeaching and Learning Programming