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June 19-20, 2024
Paris, France
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Wednesday, June 19 • 16:20 - 16:50
Rethinking Software and Software Engineering in the Era of Foundation Models (SE4FMware) - Ahmed E. Hassan, SAIL - Queen's University

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Foundation models (FMs), such as Large Language Models (LLMs), have revolutionized software development by enabling new use cases and business models. We refer to software built using FMs as FMware. The unique properties of FMware (e.g., prompts, agents, and the need for orchestration), coupled with the intrinsic limitations of FMs (e.g., hallucination) lead to a completely new set of software engineering challenges. Based on our extensive experience in this domain in particular and Software Engineering in general, we identified 10 key SE4FMware challenges that have caused FMware development to be unproductive, costly, and risky. In this talk, we discuss some of these challenges in detail and state the path for innovation that we envision. We hope that the disclosure of the aforementioned challenges and our associated efforts to tackle them will not only raise awareness but also promote deeper and further discussions, knowledge sharing, and innovative solutions across the software engineering discipline. More info at: https://fmse.io/ and https://2024.aiwareconf.org and ttps://arxiv.org/abs/2402.15943
Speakers
avatar for Ahmed E. Hassan

Ahmed E. Hassan

Professor, SAIL - Queen's University
Hassan is an ACM/IEEE/NSERC Steacie fellow. He is a laureate of the Mustafa Prize, a distinction equivalent in prestige to a Nobel, for founding the AI-augmented SE field and its associated Mining Software Repositories (MSR) conference. He is a Distinguished Educator of IEEE TCSE... Read More →

Wednesday June 19, 2024 16:20 - 16:50 CEST
Jussieu (Level 3)
  AI in Action
  • Audience Experience Level Any
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