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北大最新论文解读:所有AI的馈赠,早已在暗中标好了价格
3 6 Ke· 2025-10-11 03:55
生成式AI不仅在重塑千行百业,也从根本上改变着人类写作、认知与思考的方式。在ChatGPT3.5发布后,一种乐观的预期广为流传:AI将带来"工作平 权"。 Science期刊的编辑对此总结道,"技能较弱的参与者从ChatGPT中获益最多,这一点对于未来旨在通过AI来减少生产力不平等的政策具有重要启示。" 2023年,两位麻省理工学院的经济学博士,在《Science》期刊上发表实证研究,为此论调提供了佐证:即生成式AI能显著提升低绩效员工的表现,有望 弥补其与高绩效员工的差距,从而减少不平等。 然而,两年过去,现实似乎并未完全遵循这一理想路径。 2025年,两位哈佛大学的经济学博士,通过分析2015至2025年间覆盖超6200万员工、超1.5亿次的招聘就业数据,揭示了一个冷酷的真相:生成式AI正以 一种"资历偏向"的方式重塑劳动力市场。 数据显示,2015到2022年间,初级和高级岗位的就业增长曲线基本保持一致,但从2023年开始,两者开始出现分叉:高级岗位继续向上增长,初级岗位则 开始掉头向下。 对于深度拥抱AI的企业,其初级岗位数量在六个季度内相对下降了7.7%,而高级岗位则基本不受影响,甚至略有增长。这一 ...
走神是一种天赋:如何用ADHD激发无限灵感? | Yaxin Liang | TEDxShahe Street
TEDx Talks· 2025-09-29 16:17
Inspiration & Creativity - The talk explores the journey of Liang Yaxin (Cat Lost Module) from being labeled as "not good enough" due to ADHD to becoming an independent artist [1] - It emphasizes embracing imperfections and releasing unique creativity [1] Personal Growth & Self-Acceptance - The narrative highlights a journey of self-acceptance and overcoming challenges associated with ADHD [1] Event Information - The talk was presented at a TEDx event, independently organized by a local community [1]
你家孩子就是郑钦文
Hu Xiu· 2025-09-24 00:56
我知道,这个标题耸人听闻,但我是认真和严肃的。 你家孩子不会在网球领域,也不会以郑钦文的方式获得成功。但她会成功,会以非常高的水平,以你完 全没有预料到的方式,在你完全没有预料到的领域里获得成功,只要你无条件地相信她,允许你预期之 外的事情发生,放手,再掌握一些新的理念和新的方法,跟上时代的步伐。 这,就是当下这个时代的魅力! 它正在爆发着的巨大力量会给我们带来各种各样的惊喜。我们仅需安下心来,静静地等待、观摩。 我得兜个大圈子来谈这个话题。 也是在2022年,我跟一些朋友们说,如果一个系统(中国就是一个系统)偶尔露出来的碎片信息,比方 郑钦文,水平是世界级的,那么我们就有理由相信,这个系统里大概率还有很多世界一流的东西,只是 还没展现出来而已。后来我们看到了潘展文、Labubu、DeepSeek、第六代战机…… 我说这个话并不是完全基于推断,还有相当可靠的一手信息。过去26年,我深度接触了数以千计的不同 年龄段的申请人,从13岁到44岁。过去10年,我充分了解了数以百计的高中生和她们的家庭:学生中 有"别人家的孩子",也有乐呵呵的全班倒数第一名,有非常偏科而"逃避"标化考试的"小朋友",也有叛 逆到以死相逼 ...
下一个10年,这3个能力最重要
3 6 Ke· 2025-09-17 00:40
Group 1 - AI is reshaping the world and human self-perception, but humans remain irreplaceable due to unique capabilities [1][2] - Humans possess three core abilities that AI cannot replicate: accountability, creativity and adventurous spirit, and self-drive [3][4] - Continuous self-drive, learning, and dialectical decision-making are fundamental drivers of human societal progress [4] Group 2 - The rise of AI has caused anxiety among people, with some rejecting it and others feeling overwhelmed [5] - Even if AI technology stagnates, existing models can still trigger profound societal changes, particularly with the emergence of AGI and ASI [5][6] - Humans must remain the decision-makers, especially in specific contexts where AI lacks understanding [6][9] Group 3 - Humans' accountability stems from their unique existence and ability to provide credible experiences, which AI cannot do [9][10] - Decision-making by humans is a concentrated act of judgment and responsibility, which AI cannot replicate [10][11] - The essence of human decision-making is rooted in personal experience and the ability to be held accountable [10][12] Group 4 - Creativity and the ability to take risks are uniquely human traits that AI cannot fully emulate [11][12] - AI can generate solutions based on existing information but lacks the ability to create entirely new concepts [12][13] - The ideal collaboration between humans and AI involves humans making final decisions based on AI-generated options [12][14] Group 5 - Continuous learning and self-driven exploration are essential for personal growth and adaptation in the AI era [28][30] - Reading is crucial for personal development, as it shapes neural connections and influences one's perspective [28][29] - The process of learning and searching for knowledge is scalable, leading to greater personal and professional growth [30][31] Group 6 - In the AI era, humans should embrace their role as decision-makers, particularly in micro-decisions that require personal accountability [23][24] - AI should be viewed as an enhancement to human capabilities rather than a competitor [25][26] - The future of work will involve leveraging AI to improve decision-making and creativity, allowing humans to focus on unique contributions [24][25]
修复世界线,需要每个人努力
Hu Xiu· 2025-09-15 05:08
过去36个小时里,我想很多CN dota爱好者和我一样,可能就睡了四五个小时,然后我们再一次承受那 种无法言状的痛苦,此时依然过剩的肾上腺素让我们保持亢奋而不知疲惫的状态,也麻木我们的神经和 感受,随着时间推移,当我们疲劳进入睡眠之后,在梦中,或者醒来后,会有更多的遗憾和痛苦在等待 我们。 这是大家都经历过两次的事情,而这是第三次。所以我们都需要找到自己的救赎。 就像上一篇文章说的,我觉得无论是选手和教练其实都没啥可以指责的,吹毛求疵会有很多细节问题可 以商量,就像过去我们每个人都幻想过的,如果世界线走向另一个地方会如何。也许最后一盘影魔有优 势的时候能吃到哪怕一个神符,他也许都能去上路扩大优势,也许在第二盘能选一个更好的后期而不是 小骷髅。但这其实都没有意义了。 这样的讨论进行过无数次,我甚至都不想再去回忆。这些都没有太多用,这就像足球比赛,当你实力不 济的时候,面对对方更好的体力,更好的压迫,你会有比平时更多的失误,只有最入门的教练会质疑 说,为什么平时训练时候的东西打不出来,而只有你自己知道,在和幼儿园学生做身体对抗的时候,你 能做出来的动作,远多于你和职业球员做身体对抗时能做出来的动作。 我觉得在我心 ...
F&M抢先看|你的 “白日梦”,或许已在路上
虎嗅APP· 2025-09-12 10:28
如果乔布斯看到今天的AI发展,他可能会说:"这才是真正的'思考不同'(Think Different)。" 我们正在步入一个前所未有的时代——AI不是来取代人类,而是来解放人类。 程序员想开发 "能听懂老人方言的APP", 老师想打造 "结合本地文化的定制课程" , …… 它将我们从一个多世纪的工业化枷锁中释放,让我们重新发现自己的真正价值:创造力、同理心和超越性思维。 在这个AI汹涌变革的时代,许多行业正在经历前所未有的重塑。 真正的聪明人不会焦虑被AI取代,而是学会思考如何让AI成为自己的"能力增强器"。 每个行业里都有一些 "不切实际" 的想法: 设计师想做 "会根据用户情绪变化的包装", 这些想法曾因 "成本高、落地难" 被搁置,而AI正在降低创新成本,让 "小众创意" 有机会成为 "行业新亮点"。 在AI的赋能下,曾被视为 "白日梦" 的想法,正逐步走向现实 。 在此, 虎嗅联合混沌 发起了一个极具吸引力的话题讨论: 当然 , 我们 更 期盼 你 来 虎嗅2025F&M创新节 现场, 与 我们 一同见证AI如何重塑我们的职业未来 。 或是你心中还怀揣着怎样未被点亮的梦想? 你所在的行业,有 没有 因 ...
【混沌Spark培养营8期招募】AI时代重拾创造力的火种
混沌学园· 2025-09-01 11:58
Core Viewpoint - The article emphasizes the importance of rediscovering human advantages in the age of AI, rather than merely competing by becoming more machine-like. It advocates for a program that ignites individual creativity and fosters collaboration, enabling participants to navigate the complexities of modern business environments [1][2]. Group 1: Program Overview - The "Chaos Spark Training Camp" aims to ignite the unique creative potential within individuals, which AI cannot replicate [1][2]. - The program is structured to facilitate deep dialogue and co-creation among participants, enhancing both individual and organizational capabilities [3][4]. - It focuses on transforming knowledge into real-life experiences and business practices through high-density co-creation environments [4][8]. Group 2: Learning Objectives - Participants will learn to activate individual and collective creativity through deep dialogue techniques, fostering idea flow and group wisdom [3][8]. - The program includes strategic diagnosis and value refreshment, allowing participants to explore new business opportunities amidst changing environments [8][9]. - Emphasis is placed on identifying unique core competencies that AI cannot take away, and leveraging these with AI tools for exponential growth [7][10]. Group 3: Course Structure - The training consists of three modules over nine days, focusing on strategic diagnosis, product innovation, and personal capability enhancement [8][11]. - Each module includes practical exercises to ensure hands-on experience and real-world application of learned concepts [10][11]. - The program culminates in a graduation showcase, allowing participants to demonstrate their growth and learning [11][12]. Group 4: Enrollment Information - The training camp will take place in Changsha, with a focus on creating a vibrant and collaborative learning environment [30][32]. - The investment for participation is currently priced at 16,800 yuan per person, with accommodations and travel costs borne by participants [32]. - The program targets individuals involved in entrepreneurship or organizational transformation, seeking to enhance their expression and connection methods [32][33].
做“有趣的人”vs“有用的工具”?
Hu Xiu· 2025-08-24 06:37
Core Perspective - The article emphasizes the need to shift from an education system that prioritizes being "useful tools" to one that fosters "interesting individuals" in response to changing societal needs and technological advancements [2][6]. Group 1: Changing Societal Context - The current generation is experiencing a "singularity moment" characterized by material abundance, where survival is no longer the primary concern, shifting focus to quality of life and personal fulfillment [3][4]. - The rapid advancement of technology, particularly AI, is diminishing the value of traditional skills, necessitating a redefinition of both work and social roles [4][5]. Group 2: Educational Recommendations - Education should aim to cultivate empathy in children by exposing them to global inequalities, fostering a sense of responsibility and a broader worldview [6]. - Encouraging children to discover their true passions and align them with their innate talents is crucial, as future competition will hinge on creativity and uniqueness rather than mere skills [7]. - Children must be guided to develop their own value systems and critical thinking skills, enabling them to navigate a complex world and define their own sense of purpose [8].
有松弛感的家庭,才能养出有生命力的孩子
Jing Ji Guan Cha Bao· 2025-08-14 08:16
Group 1 - Different parental responses to children's mistakes can significantly impact the child's emotional development and personality [1][2][3] - Authoritarian parents tend to criticize and blame their children for minor mistakes, creating a tense atmosphere that discourages risk-taking [2] - Anxious parents may overreact, leading to children feeling insecure and fearful [3] Group 2 - A relaxed family environment allows children to make mistakes and learn from them, fostering emotional flow and resilience [4][8] - The concept of "relaxed" does not equate to a lack of rules; it involves a balance of support and guidance [5][6] - Healthy emotional expression is crucial, and both parents and children should learn to communicate feelings appropriately [7] Group 3 - Relaxed family dynamics nurture psychological safety, creativity, and resilience in children [8][10][12] - Children from supportive environments are more likely to face challenges with a rational mindset rather than fear [9] - Encouraging exploration and creativity can lead to higher problem-solving abilities in children [10][11] Group 4 - Positive parent-child communication can strengthen relationships and reduce rebellion during adolescence [14][15] - Understanding and validating children's feelings can enhance the effectiveness of parental guidance [14] Group 5 - Strategies for fostering a relaxed family atmosphere include allowing mistakes, distinguishing between significant and trivial issues, and managing parental emotions [16][17][18] - Parents should focus on self-growth and trust in their children, creating a supportive home environment [19]
瑞承:AI抢不走的本事,才是你的铁饭碗!
Jin Tou Wang· 2025-07-07 08:49
Core Insights - The article emphasizes that human abilities such as aesthetic sense, empathy, and creativity are irreplaceable by AI, and these skills will become increasingly valuable in the AI era [1] Aesthetic Sense: The Heart's Decoder - AI can mimic artistic styles but cannot grasp the deeper emotional and cultural significance behind art, which is a product of human experience and understanding [3] - Developing aesthetic sense involves engaging with art, understanding design principles, and appreciating the subtleties of visual and auditory experiences [3] Empathy: The Temperature Barrier AI Cannot Cross - AI can analyze data but lacks the ability to connect emotionally with individuals, which is essential for understanding human experiences and emotions [5] - Cultivating empathy starts with active listening and understanding the feelings of others, which can be enhanced through personal interactions and volunteer work [5] Creativity: The Magic of Connection - AI can generate numerous combinations but cannot create innovative ideas that connect disparate concepts, which is a hallmark of human creativity [7] - Fostering creativity involves exploring diverse fields, allowing time for reflection, and questioning the essence of problems to discover new possibilities [7] Conclusion - In the age of AI, the focus should be on enhancing uniquely human skills rather than competing with machines, ensuring that the essence of humanity remains intact [7]