Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations — mentioned by ath3nd

Sat, 19 Jul 2025 14:18:11 GMT

I think you are the ine missing the forest for the trees. - The energy efficiency and cost improvements of LLMs has plateau-ed as of late. https://arxiv.org/html/2507.11417v1 - The improvements from each subsequent model have also plateau-ed, with even regressions being noticeable - The biggest players are so wildly unprofitable that they are already trying to change their plans or squeeze their current fanbase and raise their rates https://news.ycombinator.com/item?id=44598254 https://www.wheresyoured.at/anthropic-is-bleeding-out/ - And, as it turns out, experienced developers are 19% less…

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Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations · HackerPapers discussions

Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations — mentioned by ath3nd