基于公开估算,LLM解决Erdos问题的资源消耗极低:电力仅0.6–6.3千瓦时(相当于电动汽车行驶数英里),水耗约3–31升(少于三颗杏仁的耗水量)。引用的估算进一步指出,该过程使用了GPT-5.6 Pro,处理时间约5至32小时,成本在120至1000美元之间。核心观点是,相对于解决这类数学问题的重大成果而言,LLM所需的资源和时间投入并不算多。
If this is true, using the best public estimates we have of LLM resource use, solving this Erdos problem took 0.6-6.3 kWh of electricity and about 3-31 liters of water.
So that is less than three almonds worth of water and the electricity equivalent of 2-20 miles of EV driving.