Is there a global failure in the humanities?
Shangyin Society
·March 15, 2025 16:13
Is there a global failure in the humanities?
Why are humanities majors being heavily abolished? Why are humanities more difficult to find jobs than science? Don't rush to say 'humanities are useless' yet, the most crucial point is that there is a problem with market supply and demand.
The impact of humanities knowledge on people is irreplaceable. Science emphasizes the spirit of skepticism and rational reasoning, while humanities place more emphasis on perception and practice. Both correspond to exploring outward and seeking inward, and are indispensable.
If science and engineering cultivate "productive human capital", then humanities correspond to "risk reducing human capital", responsible for creation and order respectively in human civilization.
With the rapid iteration of current technology, hidden risks that are difficult to detect are also accumulating at an accelerated pace, which requires "risk reducing talents" more than ever.
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The humanities seem to have an unfavorable lifespan.
At the end of last year, an article titled "The Global Collapse of Liberal Arts is Coming" published by "Nanfeng Window" sparked a heated discussion across the internet. The article quoted a news report from Harvard University, stating that Harvard Undergraduate School will cancel at least 30 courses in 2024, involving more than 20 departments. These are mostly humanities majors.
Not only prestigious universities like Harvard, but also a considerable number of universities around the world are taking action in the humanities.
For example, West Virginia University in the United States cut 28 majors as early as 2023, mostly in the humanities fields such as language and arts;
Last March, the University of Kent in the UK announced the gradual phasing out of courses in six humanities disciplines, including art history, anthropology, and journalism;
Busan University in South Korea has suspended the enrollment of German and French education majors since last year, and the liberal arts majors of many universities have also been cancelled or merged;
Northwest University, University of Science and Technology of China, Sichuan University, and other universities in China have all implemented significant reductions in liberal arts majors. From 2019 to 2022, as many as 1422 liberal arts majors were approved for revocation by the Ministry of Education.
As for why liberal arts majors are being abolished, some schools are trying to cut expenses, while others like Harvard, which are financially strong and not short of money, are because many students are under employment pressure and do not choose liberal arts courses.
So the topic of "the demise of humanities" frequently appeared on hot searches.
Amidst the continuous rain at night, DeepSeek emerged, and the continuous iteration of AI caused a stir, intensifying people's anxiety about being replaced. In the eyes of many people, the top priority is humanities majors, which cast a shadow over the prospects of humanities.
Faced with the wave of technological change, many "Double First Class" universities such as Tsinghua University and Peking University have announced that they will expand their undergraduate enrollment this year, with the number of enrollments ranging from 150 to 500. Most of the expanded students will be invested in artificial intelligence and related disciplines.
Majors related to new technologies such as AI are honored as guests of honor by universities, which further highlights the loneliness of humanities. There are also voices online that criticize liberal arts.
Is humanities really a 'useless study' in the face of new technology? Has the humanities really declined?
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I think that statements such as "the decline of liberal arts", "the disappearance of liberal arts", and "the wave of liberal arts bankruptcies" are too exaggerated. Liberal arts students do not need to blame themselves. They cannot assume that liberal arts are not good just because there have been widespread major adjustments in liberal arts majors in recent years. You can't just look at things from one point.
Why are humanities majors being heavily abolished? Why are humanities more difficult to find jobs than science? Don't rush to say 'humanities are useless' yet, the most crucial point is that there is a problem with supply and demand.
Last year, Liu Yuanchun, the president of Shanghai University of Finance and Economics, mentioned in an interview that "not only are general liberal arts colleges expanding their enrollment, but a large number of comprehensive universities and science and technology universities are also offering liberal arts programs. Especially when they use money from science and engineering to pursue liberal arts, there is an oversupply of students in arts, politics, law, and economics in China
If the supply of liberal arts students really exceeds market demand, it is a normal phenomenon in the market economy for liberal arts students to find jobs and for universities to lay off some liberal arts majors.
Even the most useful skills will experience significant depreciation when the supply in the market far exceeds demand.
The majors in Chinese universities can generally be divided into two parts: humanities and social sciences, and natural sciences. The former is considered a humanities discipline, while the latter is a science discipline. According to the "Catalogue of Undergraduate Majors in Ordinary Higher Education Institutions (2024)", all majors are divided into 12 major categories, including philosophy, economics, law, science, and engineering.
Among them, philosophy, economics, law, education, literature, history, management, and art belong to the humanities and social sciences, while science, engineering, agriculture, and medicine belong to the natural sciences.
The "China Education Statistical Yearbook" provides a detailed list of the number of undergraduate, master's, and doctoral graduates in each category each year. However, considering that most universities only target undergraduate students with reduced enrollment and major adjustments in humanities, we only look at the situation of undergraduate students.
I found the data from 2018 to 2022 online. In 2022, there were a total of 4.71 million undergraduate graduates nationwide, with 2.44 million graduates from humanities and social sciences combined, accounting for 51.7% of the total.
The figure shows the number of graduates from regular undergraduate programs by subject category in 2022 (Source: China Education Statistical Yearbook 2022)
Looking back a few years, the proportion of undergraduate graduates in humanities and social sciences has remained at around 52%, or more than half.
As early as more than 20 years ago, a statistical data from the Academic Degrees Office of the State Council showed that natural science bachelor's degrees awarded by Chinese universities accounted for 67% of the total number of bachelor's degrees, and science graduates accounted for the absolute majority.
So overall, the proportion of liberal arts graduates in universities has actually increased significantly over the past 20 years.
On the one hand, as the service industry gradually replaces industry as the leading industry in national economic development, a large number of talents in humanities and social sciences are needed.
For example, after China's accession to the WTO, foreign trade, foreign languages, and other fields became popular majors. I studied international trade for my undergraduate degree, but when I entered university, shortly after the global economy was hit hard by the 2008 economic crisis, international trade had become bleak. When my professors recalled the heyday of foreign trade, they would always proudly mention that they had recruited the best students at that time. Finance, accounting, and other majors were also quite popular, with investment banks, securities firms, and banks being as hot as today's high-tech industry.
Another important reason is that universities have undergone unprecedented large-scale expansion of enrollment.
From the historical experience of various countries around the world, as long as higher education moves from elitism to popularization, the scale of liberal arts training is almost always larger than that of science education.
The expansion of enrollment in universities in China began in 1999. Prior to this, the number of undergraduate and vocational students enrolled in China was only 1.08 million, and the gross enrollment rate of the eligible population was less than 10%, which was lower than the minimum standard for international higher education popularization (15%). Expanding enrollment in universities is an inevitable trend.
At this time, we are facing the Asian financial crisis, insufficient effective domestic demand, weak growth in foreign trade, and a large number of laid-off employees brought about by the reform of state-owned enterprises. In addition, there are still 3 million high school students who cannot attend university flowing into society, which has brought considerable pressure to our country's economy and employment. Expanding enrollment in universities to stimulate the economy in the short term and delay employment issues has become a good medicine.
The expansion of enrollment in universities has been quite fierce from the beginning. In 1999, the original plan to adjust the enrollment scale increased by 21% compared to 1998, but the actual increase was more than 40%, and it continued to grow rapidly for many years afterwards.
In 2008, the Ministry of Education originally stated that the pace of university enrollment expansion would slow down, but it encountered the global financial crisis, and it was not until 2011 that the number of university admissions gradually flattened. The enrollment scale of undergraduate and vocational colleges in China will reach 10.42 million in 2023.
From the perspective of the relationship between the central and local governments, the expansion of universities essentially delegates more enrollment autonomy to local governments, making local colleges and universities the main force in expanding enrollment.
With the expansion of enrollment, many local vocational colleges have been upgraded to undergraduate programs, colleges have been upgraded to universities, professional colleges have been upgraded to comprehensive universities, and many universities have been merged. Expanding enrollment enables universities to be upgraded, which in turn promotes enrollment. Not only industrial parks, but also university towns have emerged in the suburbs of every city.
In addition, the expansion of humanities is greater than that of science. As is well known, under the premise that the fees for liberal arts students and science students are basically the same, the cost of cultivating a liberal arts student is lower and the marginal output rate is higher.
Science students need to conduct experiments, purchase equipment, reagents, and have a strong matching faculty. Compared to that, the training method for humanities students is "simpler", with more "flexibility" in teaching and evaluation. With the same resource conditions, they can train more people and have higher efficiency. This has led many universities to focus more on the construction of humanities.
Even some science and technology universities that lack a liberal arts background and insufficient software and hardware have made the construction of liberal arts majors their first choice, and their major settings have also seriously followed the trend, setting dozens of majors at once, which itself deviates from market demand. That's why President Liu Yuanchun said earlier, 'There are too many humanities students, and some universities use money from science and engineering to pursue humanities.'.
What is the situation in the United States, where liberal arts majors are also being heavily abolished?
The number of undergraduate graduates in each major in the United States in 2022 was found on the official website of the National Center for Education Statistics, and a simple division was made. Graduates in humanities and social sciences accounted for over 60%. Looking back a few years, it's basically the same.
Distribution of Undergraduate Graduates by Major in the United States in 2022 (Source: National Center for Education Statistics, compiled by the author)
Since the 1970s, the United States has been deindustrializing, with manufacturing shifting overseas and gradually becoming dominated by the service industry. Large scale infrastructure has already been completed, and there is no need for a large number of engineering talents. At that time, education became the most popular field in disciplinary subdivision. By the 1980s, business had risen and long dominated. In addition, the proportion of undergraduate graduates majoring in health and medicine has increased from 3% in 1970 to 13% in 2022.
After entering the 1990s, the information industry exploded and technology accelerated. The demand for STEM (Science, Technology, Engineering, Mathematics) graduates in the market surged, but it did not shake the absolute majority of humanities and social sciences majors.
Among undergraduate graduates from countries such as Europe, Japan, and South Korea, there are almost always more humanities students, which is a result of the popularization of education.
At present, the abolition of some liberal arts majors by universities is more like a foam. "The disappearance of liberal arts" and "the uselessness of liberal arts" are serious exaggerations.
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The impact of humanities knowledge on people is irreplaceable. Science emphasizes the spirit of skepticism and rational reasoning, while humanities place more emphasis on perception and practice. Both correspond to exploring outward and seeking inward, and are indispensable.
Those who have made great contributions are all standing at the crossroads of technology and humanities. I remember Walter Isaacson mentioning in his biography of Einstein:
Einstein had an almost intuitive belief in the elegance of mathematics. He believed that the ultimate laws of nature must be concise and harmonious. For example, he firmly believed in the correctness of the field equations of general relativity because they satisfy covariance (mathematical symmetry), even though there was a lack of empirical verification at the time
Here, there is not only an exploration of science, but also an understanding and pursuit of beauty. The beauty stirred up by mathematical formulas in his heart may be similar to Beethoven's "Pastoral Symphony".
Steve Jobs also mentioned:
The reason why Apple resonates with people is because there is a humanistic spirit hidden deep in our innovation. I believe that great artists and great engineers are similar, they both have a desire for self-expression
Currently, many universities are emphasizing the education of "new liberal arts", with the core proposition of restructuring traditional liberal arts, advocating the intersection of arts and sciences, and integrating new technologies into liberal arts courses. This is a very valuable exploration. Liberal arts and sciences should not be strictly distinguished, and can bring back the previously stagnant liberal arts to examine and respond to technological and social development.
Liberal arts knowledge can shape people and inspire creativity, and everyone has their own insights on this. From a macro perspective, humanities are also an indispensable part of human civilization.
Human civilization includes two parts: creation and order. The progress of civilization not only requires the improvement of productivity, but also enables people to live in stability, free from violence and threats.
Economist Chen Zhiwu refers to those who promote creativity as "productive human capital" and those who maintain order as "risk reducing human capital". The former can be seen as improving productivity through technological advancements, while the latter reduces the risks of human survival, including life risks, social risks, and psychological risks. These two types of talents roughly correspond to science students and humanities students.
From ancient times to the present, humans have faced too many risks, ranging from wars, disasters, food shortages, violent conflicts, to interpersonal disputes, family conflicts, and life changes.
Dealing with these risks not only relies on technological progress, but also often requires "risk reducing talents" to regulate through improvements in social organizational forms, output distribution models, interpersonal cooperation methods, culture, systems, markets, and so on.
So in human development, etiquette, family, clan, religion and doctrine have emerged, legislation, judiciary, and national systems have been established, and insurance, stocks, bonds, and funds have been invented, all centered around rules and order, or to strengthen interpersonal trust and cooperation.
Think about it, even if higher technology cannot be sought to create more increment for a period of time, if there is a more reasonable distribution system, narrowing the income gap, and reducing risks, it is actually a progress of civilization.
At present, new technologies such as AI are iterating at an unprecedented speed, and tools that can significantly improve productivity are poised to emerge. However, at the same time, the hidden risks behind them are also accelerating and accumulating, which actually requires "risk reducing talents".
After the rise of the Industrial Revolution in the 19th century, the social, economic, and political models at that time were unable to cope with the relevant new situations and problems. Feudalism, monarchy, and traditional religion are not suitable for managing industrial metropolises, millions of displaced workers, and facing the constantly changing nature of modern economy.
Dickens' portrayal of child labor in coal mines, World War I, and the Great Famine of 1932-1933 in Ukraine are only a small part of the expensive tuition fees paid by humanity.
Modern civilization has nuclear weapons and various advanced technologies, and the destructive power is also more astonishing. We need to have stronger risk mitigation capabilities than when facing the Industrial Revolution. Otherwise, it would be as terrifying as driving a fast car with only the accelerator and no brakes.
This article is from the WeChat official account "Shangyinshecj" (ID: shangyinshecj). The author is Hao Ran. 36 Krypton is authorized to release it.
The viewpoint of this article only represents the author himself, and the 36Kr platform only provides information storage space services.
文科专业为什么被大量裁撤?文科为什么比理科更难找工作?先别急着说“文科无用”,其实最关键的一点在于市场供需出了问题。
文科类知识给人带来的影响是无可替代的。科学强调怀疑精神和理性推理,而人文则更注重感悟和践行,两者分别对应着向外探索和向内寻求,缺一不可。
如果说理工培养的是“生产性人力资本”,那文科对应着“化险性人力资本”,在人类文明中分别负责创造和秩序。
当下技术飞速迭代,隐藏在背后不易察觉的风险也在加速累积,这比任何时候都更需要“化险性人才”。
文科似乎流年不利。
去年年底,《南风窗》发表的文章《全球文科倒闭潮,来了》引发全网热议,文章引述哈佛大学的新闻称,哈佛本科生学院2024年取消了至少30门课程,涉及二十多个系。这些大多是文科专业。
不只是哈佛这样的名校,全球范围内还有相当多的大学纷纷对文科“动刀”。
比如美国西弗吉尼亚大学,早在2023年就削减了28个专业,大多属于语言、艺术等文科领域;
去年3月,英国肯特大学宣布逐步淘汰艺术史、人类学、新闻学等6个人文学科领域的课程;
韩国釜山大学从去年起就停招了德语教育和法语教育两个专业,多所大学的文科专业也被取消或合并;
我国的西北大学、中科大、四川大学等都对文科专业进行过大刀阔斧的裁撤,2019—2022年经教育部审批撤销的文科专业有1422个之多。
至于为什么要裁撤文科专业,有的学校是为了压缩支出,还有像哈佛这样“财大气粗”不缺钱的,则是因为很多学生迫于就业压力不选文科,课程开不起来。
于是“文科消亡”的话题频频登上热搜。
屋漏偏逢连夜雨,DeepSeek横空出世,AI持续迭代不断引发震动,人们对被替代的焦虑愈发强烈。在很多人看来,首当其冲的就是文科类专业,给文科的前景又蒙上了一层阴影。
面对技术变革浪潮,清华、北大等多所“双一流”高校相继宣布今年将扩大本科生招生规模,扩招人数从150人到500人不等,扩招生源大多将投入到人工智能及相关学科专业中去。
与AI等新技术相关的专业被高校奉为座上宾,更映衬出文科的落寞。网上也一片唱衰文科的声音。
在新技术面前,文科真的是“无用之学”?文科真的败退了吗?
我认为,“文科败退”“文科消亡”“文科倒闭潮”等说法都过于夸张,文科生也不必自怨自艾,不能因为近几年文科专业发生普遍的大调整就认为文科不行了。看事情不能只从一个点去看。
文科专业为什么被大量裁撤?文科为什么比理科更难找工作?先别急着说“文科无用”,其实最关键的一点在于供需出了问题。
去年上海财经大学校长刘元春在一次采访中就提到“不仅一般的文科院校在扩招,大量的综合性大学、理工大学也都在办文科,尤其是他们拿理工科的钱来搞文科,中国的艺术类、政法类、财经类学生都出现过剩。”
如果文科生供给真的多了,超出了市场需求,那出现文科生难找工作的现象,以及高校裁撤部分文科专业,其实是市场经济中的正常现象。
即便再有用的技能,当市场上供给远远大于需求时,也会出现大幅度贬值。
我国大学的专业一般可以分成人文社会科学和自然科学两部分,前者被看作是文科,后者是理科。而从《普通高等学校本科专业目录(2024年)》来看,所有专业被划分为哲学、经济学、法学、理学、工学等12大门类。
其中,哲学、经济学、法学、教育学、文学、历史学、管理学、艺术学属于人文社会科学,而理学、工学、农学和医学则属于自然科学。
《中国教育统计年鉴》里详细列明了每年各门类本科、硕士、博士毕业生的数量,但鉴于大多数大学对文科的缩招和专业调整只针对本科,所以我们只看本科生的情况。
我从网上找到了2018-2022年的。2022年全国共有本科毕业生471万人,把人文社会学科的毕业生加起来能有244万,其实占到了总数的51.7%。
图为2022年普通本科分学科门类毕业生数(图源:《中国教育统计年鉴2022》)
再往前看几年,人文社会学科本科毕业生占比也基本维持在52%左右,应该说占了一半多。
早在20多年前,国务院学位办公室有一项统计数据显示,我国大学授予的自然科学学士占学士总数的67%,理科毕业生占了绝对多数。
所以从总体来看,这20年间,大学文科毕业生的比例其实是大幅提高的。
这一方面是在服务业逐渐取代工业成为国民经济发展主导产业的过程中,就需要大量人文、社科类人才。
比如中国加入WTO后外贸、外语等一度成为炙手可热的专业。我大学本科读的是国际贸易,但当年进入大学时,全球刚被2008年经济危机重创后不久,国际贸易已显萧瑟,授课老师回忆起外贸最繁荣的年代时,总会不无骄傲地提到当时招来的都是最优秀的学生。金融、财会等专业也曾相当热门,投行、券商、银行的火热程度不亚于今天的高科技行业。
另一个很重要的原因就是高校进行了前所未有的大规模扩招。
从全球各国的历史经验来看,只要高等教育从精英化走向普及化,文科培养规模几乎都比理科有更大规模的扩张。
我国开启高校扩招始于1999年,此前一年我国本科加专科招生人数只有108万,适龄人口的毛入学率还不到10%,低于国际高等教育大众化的最低标准(15%)。大学扩招是必然趋势。
此时适逢亚洲金融危机,国内有效需求不足,外贸增长乏力,国有企业改革又带来了大量下岗员工,再加上还有300万上不了大学的高中生流到社会上,给我国经济和就业带来相当大的压力。而通过高校扩招来短期刺激经济、延缓就业问题就成了一剂良药。
高校扩招从一开始就相当猛烈,1999年原计划调整招生规模比1998年增加21%,结果实际增加了40%多,之后持续了多年的高增长。
到了2008年,教育部本来表示高校扩招步伐放缓,但却又遇到了世界金融风暴,直到2011年高校招生人数才逐渐趋于平缓。2023年全国本专科招生规模达到1042万人。
从央地关系的层面来看,高校扩张本质上是把更多的招生自主权下放给了地方政府,因此地方院校是扩招的主力军。
借助扩招,很多地方专科院校升格为本科,学院升格为大学,专业院校升格为综合大学,还有很多大学进行了合并。扩招使大学得以升格,升格又能促进招生。每座城市的郊区拔地而起的不光有产业园,还有大学城。
此外,文科比理科扩张幅度更大。因为众所周知,在文科生与理科生收费基本相同的前提下,培养一名文科生投入的成本更低,边际产出率更高。
理科生需要做实验,要购买器材、设备、试剂,还有匹配较为强大的师资力量。与之相比文科生的培养方式就“简单”了,授课和评估起来也更有“弹性”,同样资源条件下能培养更多人,效率更高。由此使很多院校更偏重文科建设。
甚至一些缺乏文科土壤,软硬件不足的理工大学也把文科专业建设作为首选,专业设置上也严重跟风,一下子设置几十个,本身就脱离了市场需求。这才有前面刘元春校长所说的“文科生太多了,有高校拿理工科的钱搞文科”。
而在同样大力裁撤文科专业的美国是什么情况呢?
从美国国家教育统计中心官网找到了2022年美国每个专业本科毕业生的数量,做了一个简单的划分,人文社科类毕业生占比超过60%。再往前看几年也基本差不多。
2022年美国本科毕业生各专业分布情况(资料来源:美国国家教育统计中心,笔者整理)
美国从上世纪七十年代就开始去工业化,制造业向国外转移,逐渐转变成服务业主导,大规模的基础设施早已完成,不需要数量庞大的工科人才,彼时教育学成为学科细分中最热门的领域。至80年代,商科崛起并长期占据主导地位。此外,健康医疗专业本科毕业生占比由1970年的3%达到2022年的13%。
进入90年代后,信息产业大爆发,科技加速发展,市场对STEM(科学、技术、工程、数学)专业毕业生的需求激增,但也并没有撼动人文社科类专业占据绝对多数的地位。
欧洲、日韩等国家的本科毕业生中,也几乎都是文科生更多,这是教育大众化的结果。
当下各大学对一些文科类专业的裁撤,更像是在挤泡沫,“文科消亡”“文科无用”实属严重夸大其词。
文科类知识给人带来的影响是无可替代的。科学强调怀疑精神和理性推理,而人文则更注重感悟和践行,两者分别对应着向外探索和向内寻求,缺一不可。
那些做出过伟大贡献的人无一不是“站在科技和人文的十字路口”,我记得沃尔特·艾萨克森在《爱因斯坦传》中提到:
“爱因斯坦对数学的优雅有一种近乎直觉的信仰。他相信,自然界的终极规律一定是简洁而和谐的。例如,他因广义相对论的场方程满足协变性(数学对称性)而坚信其正确性,即使当时缺乏实验验证。”
这里就不光有对科学的探索,还有对美的理解和追求,数学公式在他心中激起的美感可能跟贝多芬的《田园交响曲》是相通的。
乔布斯也曾提到:
“苹果之所以能与人们产生共鸣,是因为在我们的创新中深藏着一种人文精神。我认为伟大的艺术家和伟大的工程师是相似的,他们都有自我表达的欲望。”
当下其实很多大学都在强调“新文科”教育,核心主张就是重组传统文科,倡导文理交叉,把新技术融入文科课程,这是非常有价值的探索,文理本就不该被严格区分开,能把之前故步自封的文科重新拉回来审视和回应科技和社会发展。
文科知识能对人进行塑造,对创造力有所启发,这一点每个人都有自己的感悟。而从宏观角度来看,文科也是人类文明里不可或缺的一半。
人类文明包括创造和秩序两部分,文明进步不只需要生产力的提升,更能使人们能稳定生活、免于暴力和威胁。
经济学家陈志武把促进创造的人称作“生产性人力资本”,把维护秩序的人称作“化险性人力资本”,前者可以看作是通过技术提升来提高生产率,后者就是降低人类生存的风险,包括生活风险、社会风险、心理风险。这两类人才粗略地对应对着理科生和文科生。
从古至今人类面临的风险太多了,大到战争、灾害、食物短缺、暴力冲突,小到人际纠纷、家庭矛盾、人生变故。
应对这些风险不只依赖于技术进步,很多时候还需要“化险性人才”通过社会组织形态、产出分配模式、人际合作方式、文化、制度、市场等的改善来调节。
所以在人类发展中出现了礼节、家庭、宗族,到宗教、教义推出,到立法、司法、国家体系的建立,再到保险、股票、债券、基金的发明,无不围绕规则和秩序,或为加强人际互信与合作。
想想看,即便一段时期内寻求不到更高的技术创造更多增量,如果有更合理的分配制度,缩小收入差距,降低风险,其实也是文明的进步。
当下AI等新技术以从未有过的速度迭代,能大幅提升生产力的工具蓄势待发,但与此同时,隐藏在背后那些不易察觉的风险也在加速累积,这其实更需要“化险性人才”。
19世纪工业革命兴起之后,当时的社会、经济和政治模式都无法应对相关的新情况和新问题。封建主义、君主制和传统宗教不适合管理工业大都市、几百万背井离乡的工人,并面对现代经济不断变化的本质。
狄更斯笔下的煤矿童工、第一次世界大战和1932—1933年的乌克兰大饥荒,都只是人类付出昂贵学费的一小部分。
现代文明有核武器及各种更高级的技术,破坏力也更惊人,我们需要有比面对工业革命时有更强的化险能力才行。不然就像驾驶着一辆只有油门,没有刹车的快车一样可怕。
本文来自微信公众号 “商隐社”(ID:shangyinshecj),作者:浩然,36氪经授权发布。
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