logseq/pages/@Bridging the gap between industry and academia%3A sustainability in LLM-assisted software engineering.md

tags:: #zotero date:: 2026 title:: @Bridging the gap between industry and academia: sustainability in LLM-assisted software engineering item-type:: journalArticle original-title:: Bridging the gap between industry and academia: sustainability in LLM-assisted software engineering language:: en authors:: Maja H Kirkeby, Pepijn de Reus, Ana Oprescu, Kalle Pronk, Qin Zhao library-catalog:: Zotero links:: Local library, Web library

• Abstract
  • The advent of Large Language Models in software engineering brings both academic research and industry to the cutting edge of uncharted territory, breaking the typical division of roles, and inviting a new type of symbiosis between academia and industry. Drawing on insights from the SILAS workshop, this paper examines sustainability in LLM-assisted software engineering. It identifies key gaps between academic and industrial approaches to methods and metrics, accessibility of systems, and efficiency tradeoffs. We outline key considerations for shaping research agendas that emphasize standardized, outcome-oriented frameworks linking reproducibility with real-world sustainability.

• Attachments

  • Bridging the gap between industry and academia: sustainability in LLM-assisted software engineering {{zotero-imported-file EQ4SQVBI, "Kirkeby et al. - 2026 - Bridging the gap between industry and academia sustainability in LLM-assisted software engineering.pdf"}}