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Data Miner Helping Optimizer
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Classroom Contents
What Role for Programmers in the Age of AI
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- 1 Welcome to today's ACM SIGSOFT Webinar What Role for Programmers in the Age of AI?
- 2 Al: the new engineering challenge
- 3 Software 2.0: when software writes itself What does that mean, exactly?
- 4 A counter-view: Programmers programming
- 5 There are somethings humans just do better than Al
- 6 The shape of goal space? Surfing?
- 7 Complaint: "But that's not SE" Reply Times change
- 8 Definitions
- 9 Data Mining Optimization
- 10 Data mining, optimization, and software engineering
- 11 Systematic Literature Review
- 12 DUO: Optimizers controlling data miners (in our corpus)
- 13 Four flavors of DUO
- 14 Data Miner Helping Optimizer
- 15 Optimizer improving Data Mining
- 16 So many innovative and useful ways to combine optimizers and data miners
- 17 GALE = configuration = Data mining? optimizer?
- 18 GALE = Explore complex avionics requirements models
- 19 Why add optimizers to data miners?
- 20 Why add data miners to optimizers?
- 21 Advantages of DUO: More trust than standard methods
