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Welcome to today's ACM SIGSOFT Webinar What Role for Programmers in the Age of AI?
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Al: the new engineering challenge
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Software 2.0: when software writes itself What does that mean, exactly?
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A counter-view: Programmers programming
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There are somethings humans just do better than Al
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The shape of goal space? Surfing?
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Complaint: "But that's not SE" Reply Times change
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Definitions
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Data Mining Optimization
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Data mining, optimization, and software engineering
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Systematic Literature Review
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DUO: Optimizers controlling data miners (in our corpus)
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Four flavors of DUO
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Data Miner Helping Optimizer
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Optimizer improving Data Mining
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So many innovative and useful ways to combine optimizers and data miners
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GALE = configuration = Data mining? optimizer?
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GALE = Explore complex avionics requirements models
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Why add optimizers to data miners?
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Why add data miners to optimizers?
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Advantages of DUO: More trust than standard methods
Description:
Explore the evolving role of programmers in the age of AI through this insightful ACM SIGSOFT webinar. Delve into the misconceptions surrounding AI's impact on programming jobs and discover the synergistic relationship between data miners and optimizers known as "DUO." Learn how this partnership enhances predictive modeling, improves efficiency, and creates new opportunities for human programmers skilled in AI methods. Gain valuable insights from Professor Tim Menzies, an IEEE Fellow and expert in software engineering and AI, as he discusses the importance of human involvement in understanding, applying, and maintaining AI methods within organizations. Examine the four flavors of DUO, the advantages of combining optimizers and data miners, and real-world applications in avionics requirements modeling. Understand why programmers with AI knowledge will remain essential in the rapidly evolving field of software engineering for decades to come.

What Role for Programmers in the Age of AI

Association for Computing Machinery (ACM)
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