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[3] Gould Dewi, et al "Think Fast Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models," arXiv preprint arXiv:2606.07157(2025).

[4] Zhuang, B., Qiao, J., Liu, M., Yu, M., Hong, P., Li, R., ... & Gao, Y. (2025). Beyond Benchmarks: The Economics of AI Inference. arXiv preprint arXiv:2510.26136.

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¸ÃÎĶԡ°ÈÏÖª¡±Óë¡°ÖÇÄÜ¡±¾ÙÐÐÁËÇåÎúµÄѧÊõ½ç˵¡£¡£¡£ÈÏÖª£¨Cognition£©Ö¸ÓлúÌåÓëÇéÐÎÒ»Á¬½»»¥¡¢¸ÐÖª¼°ÒâÒå¹¹½¨£¨Sense-making£©µÄÀú³Ì£¬£¬£¬£¬ £¬ÊÇά³ÖÉúÃüµÄ»ù±¾»úÖÆ£¬£¬£¬£¬ £¬¶øÖÇÄÜ£¨Intelligence£©ÔòÖ¸¸ÃÈÏÖª»úÖÆÔÚÃæÁÙÐÂÓ±ÐÔ¡¢×ÌÈźͲ»È·¶¨ÐÔʱ£¬£¬£¬£¬ £¬ÊµÏÖÄ¿µÄµ¼ÏòÓë½â¾öÎÊÌâµÄʤÈÎˮƽ£¨Degree of competence£©¡£¡£¡£¸ÃÎÄÖ¸³ö£¬£¬£¬£¬ £¬ÈÏÖª×ÅÖØÓÚÐÎòÓëϵͳµÄ½»»¥Àú³Ì£¬£¬£¬£¬ £¬¶øÖÇÄÜÔòÆÀ¹ÀÆäÎÊÌâ½â¾öµÄЧÂÊÓëЧÄÜ¡£¡£¡£

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https://eu.36kr.com/en/p/3885061350617350

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[3] Gould Dewi, et al "Think Fast Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models," arXiv preprint arXiv:2606.07157(2025).

[4] Zhuang, B., Qiao, J., Liu, M., Yu, M., Hong, P., Li, R., ... & Gao, Y. (2025). Beyond Benchmarks: The Economics of AI Inference. arXiv preprint arXiv:2510.26136.

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[6] Dodig-Crnkovic, Gordana. "Cognition and Intelligence in Natural and Artificial Systems." Philosophies 11.3 (2026): 76.

¸ÃÎĶԡ°ÈÏÖª¡±Óë¡°ÖÇÄÜ¡±¾ÙÐÐÁËÇåÎúµÄѧÊõ½ç˵¡£¡£¡£ÈÏÖª£¨Cognition£©Ö¸ÓлúÌåÓëÇéÐÎÒ»Á¬½»»¥¡¢¸ÐÖª¼°ÒâÒå¹¹½¨£¨Sense-making£©µÄÀú³Ì£¬£¬£¬£¬ £¬ÊÇά³ÖÉúÃüµÄ»ù±¾»úÖÆ£¬£¬£¬£¬ £¬¶øÖÇÄÜ£¨Intelligence£©ÔòÖ¸¸ÃÈÏÖª»úÖÆÔÚÃæÁÙÐÂÓ±ÐÔ¡¢×ÌÈźͲ»È·¶¨ÐÔʱ£¬£¬£¬£¬ £¬ÊµÏÖÄ¿µÄµ¼ÏòÓë½â¾öÎÊÌâµÄʤÈÎˮƽ£¨Degree of competence£©¡£¡£¡£¸ÃÎÄÖ¸³ö£¬£¬£¬£¬ £¬ÈÏÖª×ÅÖØÓÚÐÎòÓëϵͳµÄ½»»¥Àú³Ì£¬£¬£¬£¬ £¬¶øÖÇÄÜÔòÆÀ¹ÀÆäÎÊÌâ½â¾öµÄЧÂÊÓëЧÄÜ¡£¡£¡£

[7] https://artificialanalysis.ai/trends-model-inference-price-by-intelligence-index-band-over-time

[8] Kahneman D. Thinking, fast and slow[J]. Farrar, Straus and Giroux, 2011.

[9] https://openai.com/zh-Hans-CN/index/how-agents-are-transforming-work/

https://eu.36kr.com/en/p/3885061350617350

[10] https://openai.com/zh-Hans-CN/index/how-agents-are-transforming-work/

[11] https://openrouter.ai/apps/category/coding?period=week

[12] https://skillsmp.com/zh/timeline

[13] https://www.un.org/sites/un2.un.org/files/attention_economy_feb.pdf

[14] Peng, Sida, et al. "The impact of ai on developer productivity: Evidence from github copilot." arXiv preprint arXiv:2302.06590 (2023).

[15] Brynjolfsson E. The productivity paradox of information technology[J]. Communications of the ACM, 1993, 36(12): 66-77.

[16] https://www.cbre.com/insights/books/north-america-data-center-trends-h2-2025

[17] https://www.iea.org/reports/energy-and-ai/energy-demand-from-ai

[18] https://emp.lbl.gov/queues

[19] https://www.gray.com/insights/why-the-explosive-growth-of-data-centers-matters/

[20] https://www.streamdatacenters.com/wp-content/uploads/2025/05/SDC-Brief-Supply-Chain-250429.pdf

[21] https://www.jll.com/content/dam/jllcom/en/global/documents/reports/research-reports/26-research-global-data-center-outlook-new.pdf

[22] https://www.gartner.com/en/newsroom/press-releases/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025

[23] https://www.gartner.com/en/articles/hype-cycle-for-agentic-ai?__cf_chl_f_tk=oG2s8Be.QNZL7W1XlBG.UX0cHj9SXT0c1jl0_JTQ2h0-1783242667-1.0.1.1-.Q8fWSX.UzR1w2CQGLGm8REbY.rD.KiJg_hO1twOhDY

[24] https://blog.google/innovation-and-ai/sundar-pichai-io-2026/

[25] MIT NANDA, The GenAI Divide-State of AI in Business 2025, July 2025.

[26] https://ifr.org/ifr-press-releases/news/global-robot-demand-in-factories-doubles-over-10-years

[27] WTO(2026), Global Trade Outlook and Statistics; WTO Digitally Delivered Services Trade Dataset.

[28] https://www.anthropic.com/news/the-anthropic-economic-index

[29] McKinsey & Company(2025), The state of AI in 2025: Agents, innovation, and transformation, Global Survey, November 5, 2025.

[30] OECD(2026), AI Use by Individuals Surges across the OECD as Adoption by Firms Continues to Expand.

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