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Anonymous Anonymous

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#software testing Book Open access Oct 2026

Wasted Words, Wasted Watts: Babbling and the Avoidable Energy Cost in LLM Code Generation

Large Language Models (LLMs) are now widely used in modern software development, assisting developers in generating, testing and maintaining code. However, even when an LLM produces a correct solution, it often continues to generate tokens that do not contribute to it, such as duplicate implementations, usage examples,...

Anonymous Anonymous · 0 citations
#artificial intelligence Open access Oct 2026

A Lifecycle-Oriented Data Governance Framework for Responsible LLM-Based Systems

Large Language Models (LLMs) are increasingly integrated into software systems used in healthcare, public administration, and customer service. Decisions about data collection, use, and retention can introduce privacy and security risks, reinforce biases, and affect people who interact with or are subject to these syst...

Anonymous Anonymous · 0 citations

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