An overview of the first decade of the LIMITS workshop identifies increasing mentions of degrowth, limited global expansion beyond the Global North, and a predominance of positional and observational papers.
arXiv preprint arXiv:2409.07471 URL: https://arxiv.org/abs/2409.07471
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G-TRACE provides region-aware estimates of GenAI carbon emissions including 4309 MWh and 2068 tCO2 for a 2024-2025 image generation trend, paired with a seven-level AI Sustainability Pyramid for policy guidance.
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Overview over the first decade of LIMITS
An overview of the first decade of the LIMITS workshop identifies increasing mentions of degrowth, limited global expansion beyond the Global North, and a predominance of positional and observational papers.
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Quantifying the Climate Risk of Generative AI: Region-Aware Carbon Accounting with G-TRACE and the AI Sustainability Pyramid
G-TRACE provides region-aware estimates of GenAI carbon emissions including 4309 MWh and 2068 tCO2 for a 2024-2025 image generation trend, paired with a seven-level AI Sustainability Pyramid for policy guidance.