The age of abundant AI is over, & it will remain so for years.
这一断言标志着对AI发展范式的根本性认知转变。从'无限计算'到'资源受限'的转变将迫使整个行业重新思考技术发展路径,可能加速对更高效算法、模型压缩和边缘计算的需求,同时也可能引发对计算资源分配和获取公平性的社会讨论。
The age of abundant AI is over, & it will remain so for years.
这一断言标志着对AI发展范式的根本性认知转变。从'无限计算'到'资源受限'的转变将迫使整个行业重新思考技术发展路径,可能加速对更高效算法、模型压缩和边缘计算的需求,同时也可能引发对计算资源分配和获取公平性的社会讨论。
Kinderimpfstoff gegen Corona: Stiko-Chef Mertens würde eigene Kinder jetzt nicht impfen lassen. (2021, December 2). FAZ.NET. https://www.faz.net/aktuell/politik/inland/stiko-chef-mertens-wuerde-eigene-kinder-nicht-gegen-corona-impfen-17662194.html
Hawthorn, A. (2021, September 26). Like polio, the long-term impact of COVID will be measured in disability | CBC News. CBC. https://www.cbc.ca/news/canada/newfoundland-labrador/apocalypse-then-disability-1.6187990
ReconfigBehSci on Twitter: ‘RT @T2Fox61: .@YaleMed immunobiologist @VirusesImmunity leading research into long #COVID19. @FOX61News https://t.co/oyZSGwRNcS’ / Twitter. (n.d.). Retrieved 13 February 2022, from https://twitter.com/SciBeh/status/1484805325886832640
Seth Trueger. (2021, August 31). Https://t.co/GjeNhrdsIe [Tweet]. @MDaware. https://twitter.com/MDaware/status/1432815624665846002
Jeremy Farrar on Twitter. (n.d.). Twitter. Retrieved October 28, 2020, from https://twitter.com/JeremyFarrar/status/1318983210282459136
Geddes, L. (2020, October 21). Women aged 50-60 at greatest risk of ‘long Covid’, experts suggest. The Guardian. https://www.theguardian.com/world/2020/oct/21/women-aged-50-60-at-greatest-risk-of-long-covid-experts-suggest
Schiermeier, Q., Else, H., Mega, E. R., Padma, T. V., & Gaind, N. (2020). What it’s really like to do science amid COVID-19. Nature. https://doi.org/10.1038/d41586-020-02815-2
Inc, G. (2020, October 13). COVID-19 and Remote Work: An Update. Gallup.Com. https://news.gallup.com/poll/321800/covid-remote-work-update.aspx
IMF urges governments to borrow to fight impact of Covid-19. (2020, October 14). The Guardian. http://www.theguardian.com/business/2020/oct/14/imf-urges-governments-to-borrow-to-fight-impact-of-covid-19
Long Covid: What we know so far. (2020, October 15). The Guardian. http://www.theguardian.com/world/2020/oct/15/long-covid-what-we-know-so-far
Scheid, J., Lupien, S., Ford, G., & West, S. (2020). Physiological and Psychological Impact of Face Mask Usage during the COVID-19 Pandemic.
International Journal of Environmental Research and Public Health</Em>. Volume 78, Issue 18, 6655.</P>. https://doi.org/10.3390/ijerph17186655
Kavanagh, M. M. (2020). US elections and a foreign policy for pandemics. The Lancet Public Health, 5(10), e517–e518. https://doi.org/10.1016/S2468-2667(20)30211-5
correspondent, N. D. S. (2020, October 9). “Brain fog”: The people struggling to think clearly months after Covid. The Guardian. https://www.theguardian.com/world/2020/oct/09/brain-fog-the-people-struggling-to-think-clearly-months-after-covid
Goldman Offers Less-Dire View of Pandemic’s U.S. Economic Damage. (2020, October 7). Bloomberg.Com. https://www.bloomberg.com/news/articles/2020-10-07/goldman-offers-less-dire-view-of-pandemic-s-u-s-economic-damage
Nelson, E., & Merced, M. J. de la. (2020, October 2). September Jobs Report Shows Slowdown in Recovery. The New York Times. https://www.nytimes.com/live/2020/10/02/business/stock-market-today-coronavirus
Long after a Covid-19 infection, mental and neurological effects smolder. (2020, August 12). STAT. https://www.statnews.com/2020/08/12/after-covid19-mental-neurological-effects-smolder/
Nick Brown on Twitter. (n.d.). Twitter. Retrieved October 1, 2020, from https://twitter.com/sTeamTraen/status/1311282470084644865
Long-term effects of Covid include damage to heart, liver, kidneys. (2020, September 29). ITV News. https://www.itv.com/news/2020-09-29/long-covid-long-term-effects-of-coronavirus-include-damage-to-heart-liver-kidneys-oxford-study-reveals
Pandey, E. (n.d.). Remote work won’t kill your office. Axios. Retrieved September 28, 2020, from https://www.axios.com/remote-work-office-space-coronavirus-pandemic-0403db33-a6e4-498b-9650-e108acf33f50.html
Lincoln, M. (2020). Study the role of hubris in nations’ COVID-19 response. Nature, 585(7825), 325–325. https://doi.org/10.1038/d41586-020-02596-8
r/BehSciResearch—Looking for partnersfor project on pandemic and adolescents’ wellbeing. (n.d.). Reddit. Retrieved July 18, 2020, from https://www.reddit.com/r/BehSciResearch/comments/hrkixd/looking_for_partnersfor_project_on_pandemic_and/
Yelin, D., Wirtheim, E., Vetter, P., Kalil, A. C., Bruchfeld, J., Runold, M., Guaraldi, G., Mussini, C., Gudiol, C., Pujol, M., Bandera, A., Scudeller, L., Paul, M., Kaiser, L., & Leibovici, L. (2020). Long-term consequences of COVID-19: Research needs. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(20)30701-5
Barber, C. (n.d.). COVID-19 Can Wreck Your Heart, Even if You Haven’t Had Any Symptoms. Scientific American. Retrieved September 1, 2020, from https://www.scientificamerican.com/article/covid-19-can-wreck-your-heart-even-if-you-havent-had-any-symptoms/
Hogan, A. B., Jewell, B. L., Sherrard-Smith, E., Vesga, J. F., Watson, O. J., Whittaker, C., Hamlet, A., Smith, J. A., Winskill, P., Verity, R., Baguelin, M., Lees, J. A., Whittles, L. K., Ainslie, K. E. C., Bhatt, S., Boonyasiri, A., Brazeau, N. F., Cattarino, L., Cooper, L. V., … Hallett, T. B. (2020). Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: A modelling study. The Lancet Global Health, 0(0). https://doi.org/10.1016/S2214-109X(20)30288-6
Salahudeen, A. A., Choi, S. S., Rustagi, A., Zhu, J., O, S. M. de la, Flynn, R. A., Margalef-Català, M., Santos, A. J. M., Ju, J., Batish, A., Unen, V. van, Usui, T., Zheng, G. X. Y., Edwards, C. E., Wagar, L. E., Luca, V., Anchang, B., Nagendran, M., Nguyen, K., … Kuo, C. J. (2020). Progenitor identification and SARS-CoV-2 infection in long-term human distal lung organoid cultures. BioRxiv, 2020.07.27.212076. https://doi.org/10.1101/2020.07.27.212076
Guimbeau, A., Menon, N., & Musacchio, A. (2020). The Brazilian Bombshell? The Long-Term Impact of the 1918 Influenza Pandemic the South American Way (Working Paper No. 26929; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w26929
August 6, S. G. •, & 2020. (2020, August 6). Sweatpants Forever: How the Fashion Industry Collapsed. The New York Times. https://www.nytimes.com/interactive/2020/08/06/magazine/fashion-sweatpants.html
Association, N. S. and P. (n.d.). Covid-19 lockdowns will have little lasting impact on global warming. New Scientist. Retrieved August 10, 2020, from https://www.newscientist.com/article/2251313-covid-19-lockdowns-will-have-little-lasting-impact-on-global-warming/
The COVID-19 Conundrum in the Developing World: Protecting Lives or Protecting Jobs?. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 8, 2020, from https://covid-19.iza.org/publications/dp13136/
The Impacts of COVID-19 on Minority Unemployment: First Evidence from April 2020 CPS Microdata. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 4, 2020, from https://covid-19.iza.org/publications/dp13264/
Optimal Unemployment Benefits in the Pandemic. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 1, 2020, from https://covid-19.iza.org/publications/dp13389/
Family Life in Lockdown. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 1, 2020, from https://covid-19.iza.org/publications/dp13398/
Baby Steps: The Gender Division of Childcare during the COVID-19 Pandemic. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved July 29, 2020, from https://covid-19.iza.org/publications/dp13302/
Burki, T. (2020). The indirect impact of COVID-19 on women. The Lancet Infectious Diseases, 20(8), 904–905. https://doi.org/10.1016/S1473-3099(20)30568-5
Cheng, W., Carlin, P., Carroll, J., Gupta, S., Rojas, F. L., Montenovo, L., Nguyen, T. D., Schmutte, I. M., Scrivner, O., Simon, K. I., Wing, C., & Weinberg, B. (2020). Back to Business and (Re)employing Workers? Labor Market Activity During State COVID-19 Reopenings (Working Paper No. 27419; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27419
Younes, G. A., Ayoubi, C., Ballester, O., Cristelli, G., de Rassenfosse, G., Foray, D., Gaule, P., Pellegrino, G., van den Heuvel, M., Webster, B., & Zhou, L. (2020). COVID-19_Insights from Innovation Economists [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/b5zae
Younes, G. A., Ayoubi, C., Ballester, O., Cristelli, G., de Rassenfosse, G., Foray, D., Gaule, P., van den Heuvel, M., Webster, B., & Zhou, L. (2020). COVID-19: Insights from Innovation Economists (with French executive summary) [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/65pgr
Galloway, S. (n.d.). NYU professor Scott Galloway predicts hundreds of universities will shutter, possibly for good, if they reopen in the fall. Business Insider. Retrieved July 20, 2020, from https://www.businessinsider.com/scott-galloway-colleges-must-cut-costs-to-survive-covid-2020-7
UCL-Lancet Lecture 2020: Global Health Preparedness in the Face of Emerging Epidemics. (2020, July 13). https://www.youtube.com/watch?v=pqE48fmyRkw&feature=youtu.be
Dou, Z., Stefanovski, D., Galligan, D., Lindem, M., Rozin, P., Chen, T., & Chao, A. M. (2020). The COVID-19 Pandemic Impacting Household Food Dynamics: A Cross-National Comparison of China and the U.S. [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/64jwy
Nathan Young on Twitter: “I refuse to subscribe to every newpaper that I read 3 articles from a month. I’m subscribed to @Blendle @Coil and @Medium for content that I pay per use. If news orgs want my money, let me pay only for what I use.” / Twitter. (n.d.). Twitter. Retrieved July 7, 2020, from https://twitter.com/nathanpmyoung/status/1280080625689669632
Varatharaj, A., Thomas, N., Ellul, M. A., Davies, N. W. S., Pollak, T. A., Tenorio, E. L., Sultan, M., Easton, A., Breen, G., Zandi, M., Coles, J. P., Manji, H., Al-Shahi Salman, R., Menon, D. K., Nicholson, T. R., Benjamin, L. A., Carson, A., Smith, C., Turner, M. R., … Plant, G. (2020). Neurological and neuropsychiatric complications of COVID-19 in 153 patients: A UK-wide surveillance study. The Lancet Psychiatry. https://doi.org/10.1016/S2215-0366(20)30287-X
These Canadians say they suffered COVID-19 symptoms for months. (n.d.). Global News. Retrieved July 5, 2020, from https://globalnews.ca/news/7107137/coronavirus-long-term-symptoms/
A Marm Kilpatrick on Twitter: “What is #herdimmunity threshold for #COVID19? A topic of much discussion due to large uncertainty & huge consequences for long term impact. New paper illustrates 1 key aspect that can reduce it substantially (spoiler: we still don’t know value). Thread. https://t.co/Sgrg1yrlOq” / Twitter. (n.d.). Twitter. Retrieved June 27, 2020, from https://twitter.com/diseaseecology/status/1275595167936868352