Survey of AIED 2025 papers shows widespread LLM use with minimal reporting of computational or environmental costs, paired with a proposed open-source measurement method and formula for frontier models.
Zenodo (2026)
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The Environmental Cost of LLMs in AIED: Reporting and Practices
Survey of AIED 2025 papers shows widespread LLM use with minimal reporting of computational or environmental costs, paired with a proposed open-source measurement method and formula for frontier models.