人工智能能耗惊人

[1]	Tong A.Exclusive: ChatGPT traffic slips again for third month in a row [Internet]. London: Reuters; 2023 Sep 7 [ 2023 Sep 30]
[2]	D. Mackenzie. Surprising advances in generative artificial intelligence prompt amazement—and worries. Engineering, 25 ( 2023), pp. 9-11
[3]	Bilton N. ChatGPT made me question what it means to be a creative human [Internet]. New York City: Vanity Fair; 2022 Dec 9 [ 2023 Sep 30]
[4]	Gunnell M. 10 awesomely practical tasks you can do with ChatGPT [Internet]. San Francisco: PC World; 2023 Apr 10 [cited 2023 Sep 30].
[5]	Leonard A. ‘Dr.Google’ meets its match in Dr. ChatGPT [Internet]. Washington, DC: NPR; 2023 Sep 16 [ 2023 Sep 30]
[6]	Stokel-Walker C. The generative AI race has a dirty secret [Internet]. London: Wired UK; 2023 Feb 10 [ 2023 Sep 30]
[7]	Luccioni S. The mounting human and environmental costs of AI [Internet]. New York City: Ars Technica; 2023 Apr 12 [ 2023 Sep 30]
[8]	Bohannon M. Google adding AI to search engine for some users—closing in on Microsoft's AI push [Internet]. New York City: Forbes; 2023 May 10 [ 2023 Sep 30]
[9]	Wong M.The Internet’s next great power suck [Internet]. New York City: The Atlantic; 2023 Aug 23 [ 2023 Sep 30]
[10]	Petrenko CM.AI complicates sustainability profiles of tech companies—ESG insight [Internet]. New York City: Wall Street Journal; 2023 Sep 21 [ 2023 Sep 30]
[11]	Xu T. These simple changes can make AI research much more efficient [Internet]. Cambridge: MIT Tech Review; 2022 Jul 6 [ 2023 Sep 30]
[12]	Dodge J, Prewitt T, Tachet des Combes R, Odmark E, Schwartz R, Strubell E, et al. Measuring the carbon intensity of AI in cloud instances. 2022. arXiv: 2206.05229.
[13]	M. Leslie. Will cryptocurrencies break the energy bank?. Engineering, 6 (5) ( 2020), pp. 489-490
[14]	Bitcoin energy consumption index [Internet]. Amsterdam: Digiconomist; 2023 Sep 30 [ 2023 Sep 30]
[15]	Strubell E, Ganesh A, McCallum A. Energy and policy considerations for deep learning in NLP. 2019. arXiv:1906.02243.
[16]	What is AI? [Internet]. New York City: McKinsey & Company; 2023 Apr 24 [ 2023 Sep 30]
[17]	Loten A. Rising data center costs linked to AI [Internet]. New York City: Wall Street Journal; 2023 Jul 13 [ 2023 Sep 30]
[18]	Kumar A, Davenport T. How to make generative AI greener [Internet]. Cambridge: Harvard Business Review; 2023 Jul 20 [ 2023 Sep 30]
[19]	Patterson D, Gonzalez J, Le Q, Liang C, Munguia L, Rothchild D, et al. Carbon emissions and large neural network training. 2021. arXiv:2104.10350.
[20]	Saul J, Bass D. Artificial Intelligence is booming—so is its carbon footprint [Internet]. New York City: Bloomberg News; 2023 Mar 9 [ 2023 Sep 30]
[21]	R. Desislavov, F. Martínez-Plumed, J. Hernández-Orallo. Trends in AI inference energy consumption: beyond the performance-vs-parameter laws of deep learning. Sustain Comput Infor, 38 ( 2023), Article 100857
[22]	Patterson D, Gonzalez J, Hölzle U, Le Q, Liang C, Munguia L, et al. The carbon footprint of machine learning training will plateau, then shrink. 2022. arXiv:2204.05149.
[23]	Paul A. AI could consume as much energy as argentina annually by 2027 [ Internet. New York City: Popular Science; 2023 Oct 12 [cited 2023 Oct 16 ]
[24]	A. de Vries. The growing energy footprint of artificial intelligence. Joule, 7 (10) ( 2023), pp. 2191-2194
[25]	Leslie M. Will massive appetite for minerals stall clean energy transition? Engineering 2023;31:8-10.
[26]	Wu CJ, Raghavendra R, Gupta U, Acun B, Ardalani N, Maeng K, et al. Sustainable AI: environmental implications, challenges and opportunities. 2022. arXiv: 2111.00364.
[27]	Gandhi R. AI chatbots may be fun, but they have a drinking problem [Internet]. Mumbai: Times of India; 2023 May 31 [ 2023 Sep 30]
[28]	O’Brien M, Fingerhut H.Artificial intelligence technology behind ChatGPT was built in Iowa—with a lot of water [Internet]. New York City: Associated Press; 2023 Sep 9 [ 2023 Sep 30]
[29]	Li P, Yang J, Islam MA, Ren S. Making AI less “thirsty”: uncovering and addressing the secret water footprint of AI models. 2022. arXiv:2304.03271.
[30]	The Decadal Plan for Semiconductors [Internet]. Durham: Semiconductor Research Corporation; 2020 Oct [ 2023 Sep 30]
[31]	The bigger-is-better approach to AI is running out of road [Internet]. London: Economist; 2023 Jun 21 [ 2023 Sep 30]
[32]	Li P, Yang J, Werman A, Ren S. Toward environmentally equitable AI via geographical load balancing. 2023. arXiv:2307.05494.