OpenAI与虚拟潘多拉魔盒的甜与酸——工业视角.pdf

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1、AI and LLMs in Software EngineeringHosted by:Tony Gorschek and Julian Frattini”AI”and the Virtual”AI”and the Virtual Pandoras Box of Sweet and SourPandoras Box of Sweet and SourSERLSERLSoftware Engineering Research Lab Blekinge Institute of Technology,Swedenwww.rethought.sewww.promisedu.sewho iswho

2、isEngineer(first)/Problem Solver/Researcher Professor,PhD(Tekn.Dr.)Software Engineering,M.Sc.Computer Science+B.Sc.Economy 14 years in industry(6 start-ups,CTO,Senior Executive Consultant,Chief Architect,Technical Advisor,Developer,Product Manager/Business Analyst,Investor)16 years in research(Techn

3、ology Product Management,Requirements Engineering,Quality Assurance,Agile transformation/continuous development,Lean Product development,Value based product development,Applied AI)Research leader and project manager S.E.R.T.Mobile Financial Services“AI”“AI”AI for SIPS engineeringEngineering for AI b

4、ased SIPSWe use AI as a tool to engineer SIPS(Software Intensive Products and Services)e.g.developers use an AI co-pilot to code,a requirements engineer uses it to analyze requirementsWhen we develop SIPS,it has an”AI component”included as a part of it(developed,bought.)that we have to put requireme

5、nts ON and architect,design,develop and validateSE4AIAI4SE so what have we seen so farasperspectiveperspectiveaiperspective(what can we do(wellperspective(what can we do(well-ishish)today)today)cockpitRequirements EngineeringPre-study/investigate areaCodingCreate reqsDesign/ModelingTestingSpecialist

6、 LLMs(Agents)RAGsUtilizing LLMs and toolsCombine modelsFast mock-upsTest case generation so what can we do today requirements engineering requirements engineering todaytodayCreate a requirement specification in SAFestyle that covers the sale instance in a POS system specifically in relation to addin