生成式AIGUI测试的目标

Gen AI GIU testing is theDr. Emil AlégrothEmil.Alegroth@BTH.se2Graphical User Interface TestingY pxX pxY pxDistanceFont2Blekinge institute of technologyChallenges with GUI Testing3•Resources (Trillions of dollars/year)•Effective/Efficient?•Knowledge•Domain•Technical•Non-functionalGenerative AI (Gen AI)•Large-language models (GPT, BERT, PaLM)•Text/language•Generative Pre-trained Transformers (GPT) (GPT-X, DALL-E)•Text/Images•Other (Bark and Chirp)•Music•Gen AI will add trillions of dollars each yearM. Chui et al., “The economic potential of generative AI”, McKinsey and Company, 2023.4GenAI Collaboration Demo5•Write a song that incorporates the following keywords: Software Engineering Re-thought, SERT, Conference, Exciting, Academic innovation, In Stockholm 20-21 of November 2024. Tony held a fun keynote.Testing with GenAI•LLMs improve efficiency•Test data generation•Test generation•Synthesis•Challenges•Context•Errors/hallucinations•Competence•LLMs might not (EVER) be good enough6Probabi