Author

E. Husom

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Preprint Oct 2026

Engineering Sustainable Agents: A Systematic Comparison of Agentic LLMs for Developer Workflows

Large language models (LLMs) are increasingly used in software engineering, including agentic systems that coordinate multiple agents, but impose higher computational and environmental costs. In this paper, we present a comprehensive empirical study of agentic LLM systems across five software engineering tasks: code ge...

Merve Astekin, Y. N. Tun, Arda Goknil et al. · 0 citations

#machine learning Preprint Aug 2026

Wasted large language models: A life cycle thinking approach

This work investigates the potential of the waste hierarchy from the EU's Waste Framework Directive, which suggests five different measures for how to manage waste: prevention, reuse, recycling, recovery, and disposal, and calls to attention that prevention of unnecessary use of LLMs carry huge potential for lowering t...

E. Husom, M. Nylund, Ophelia Prillard · 0 citations