摘要：请回答1997...

十万个冷笑话2

China's World Cup hopes begin with children taking the field. What's next?_我的网站

魔女的条件

A |

Young student athletes compete during the Shijingshan District Primary and Secondary School Football League in Beijing on May 28, 2026. Photo: Li Hao/GTOn youth soccer pitches across China this World Cup summer, one match often seemed to give way immediately to the next. Coaches shifted cones, parents raised phones behind the fence, and children in numbered bibs warmed up along the touchline while the previous teams were still packing away their gear.
It was a busy school break. The national finals of the 2025-26 youth campus soccer league, rounds of the fifth China Youth Football League, city and provincial campus competitions, private club cups and overseas invitationals filled the calendar. Some children played close to home; others spent part of their summer travelling with teammates from one tournament to another.
The sixth 2034 Cup was among the most visible. Its 39 regional qualifiers drew 882 teams and 12,604 players, with 128 teams reaching the finals in Suzhou, East China's Jiangsu Province. Teams from other countries also took part, adding an international element to a tournament aimed at primary-school players, according to the Xinhua News Agency.
Does this crowded calendar by itself signal a turnaround for Chinese soccer? China's men last reached the World Cup in 2002. But the summer offered a view of a playing base being built from below and raised a harder question: Can the enthusiasm survive the return to school, unequal access to training and the growing costs borne by families?
From the first touch
In China's youth soccer system, coach Zhao Xinxin works at its broadest and most fundamental level - introducing young children to the game.
He coaches an introductory group of about 15 three-year-olds, three interest classes of 15 to 20 children aged five to 10, and four advanced groups of roughly 10 players aged five to 14. He has worked with more than 100 children over the years.
Starting younger is one of the clearest changes Zhao has observed in recent years. Soccer is appearing not only in schools and social clubs but also in some kindergartens. Most parents initially want an after-school activity that gets their kid moving.
Only when a player begins to stand out do questions about more advanced training and a possible route forward arise.
That route now has several layers. A child in a commercial club can move from introductory and interest classes to advanced teams. A school player may be selected for district and city teams, then enter national campus competitions; professional academies, sports schools and social clubs provide other pathways.
China began promoting campus soccer on a national scale in 2015, when six government departments issued guidelines calling for soccer to be incorporated into school education through designated soccer schools, regular competitions, teacher training and improved facilities, according to the Ministry of Education.
The program has continued to expand while shifting its focus from increasing participation to improving the quality of teaching, training and competition. In 2025, another 4,928 schools were recognized as national youth campus soccer schools, according to the ministry.
The result is more soccer on the calendar. Zhao told the Global Times that youth matches take place somewhere in Beijing almost every week, especially during school holidays. His club's advanced teams play weekend fixtures with referees and standings, as well as regional competitions and finals.
Tournaments such as the 2034 Cup give this broad base a visible target. Soccer commentator and youth-project organizer Dong Lu launched the event in 2021 after repeatedly seeing Chinese social media celebrate Japan's high-school soccer tournament. Its name looks toward the 2034 World Cup, when the first group of participants will be about 25.
Earlier this summer, a team selected through Dong's youth soccer project offered another source of encouragement. The Chinese Football Boy U12 team won all seven matches at the Sigismondi International Youth Cup in Italy, becoming the first Asian team to claim the championship.
Yet Dong cautioned against reading too much into a single championship. Strong players, he said, must emerge from a much broader soccer culture. "Players come from the people around us, from the soil and culture in which they grow," he told the Global Times.
Who can keep playing?
A coach walks his young players to the pitch for a soccer tournament in Beijing. Photo: Li Hao/GT

A coach walks his young players to the pitch for a soccer tournament in Beijing. Photo: Li Hao/GTYet the larger test begins after the tournament. Dong acknowledged that most 2034 Cup participants will not become professional players. For many, reaching the finals in Suzhou may serve as a "soccer graduation ceremony" at the end of primary school. The question is whether graduation from primary school must also mean graduation from soccer.
For Zhao, the first major break comes at 12. Children may train throughout primary school, then stop after entering middle school as homework, examinations and family expectations take over - a pattern he calls "retiring at 12."
Campus soccer should be the main way to keep the player pool broad, he said, because school is where nearly every child spends most of the day. More schools now provide soccer classes and in-class competitions, but implementation varies.
Zhao recalled a class tournament in which a child was injured. After a parent complained, the remaining matches were cancelled. Safety concerns are understandable, he said, but cancelling competition altogether removes opportunities from every child.
For families, this is also the stage when soccer stops being a simple extracurricular activity. If a child has shown unusual ability, parents must decide whether to seek stronger teams, change schools, accept more travel and training, or keep soccer only as an interest. The decision depends not only on talent and the child's wishes, but also on educational expectations and how much time and money the household can commit.
The contrast with Europe lies partly in continuity. Zhao cited his nephew in Hungary, who trained at a Barcelona-affiliated academy between the ages of six and eight before being selected by a local club at nine.
Once children join organized training there, he said, they are registered at relatively low cost, and their movement between clubs is recorded in the soccer association's system - closer to transferring schools than simply leaving one commercial course for another.
Dong made a broader comparison. Japan's national team increasingly draws on players who have further developed further in European leagues, while China still relies mainly on its domestic league to prepare future internationals.
In his view, the two systems operate like production lines with different competitive standards. Young Chinese players therefore need more high-level matches, whether foreign teams come to China, Chinese teams travel abroad or selected players enter overseas leagues.
But overseas training cannot substitute for a domestic system, nor is it open to every family. Zhao said it requires ability, physical readiness, money and the capacity to adapt to a different language, diet and daily life. Some parents send a child abroad; others move with them, reorganizing work and family life around soccer without knowing whether the child will ever turn professional.
For now, the most telling test may come not in 2034, but this coming September, when a child enters a new grade and decides whether there is still time in the week for soccer.
。 “今天的AI会写诗，会写代码，会做PPT，但它帮不了一位老人翻身。

B | ” 近日，复旦大学浩清特聘教授、通用物理智能研究院院长苏昊在一场论坛中这样描述当前的行业困境。当下的AI，正在发展出一种新的反差。在数字世界里，模型越来越聪明，能帮人干活；但在物理世界里，它还远未真正进入人类的生活。

C | 苏昊认为，AI还不够可靠的原因在于，当前大模型学习的是语言，这是人类对世界的经验与描述，而非世界本身。“它能流利地描写‘杯子掉在地上会碎’，却从没有机会感受一只杯子的重量。” 那么，真正走出屏幕，AI还需要跨越什么？图/图虫创意幻觉过去一年，具身智能是AI产业最受关注的方向之一。从实验室到各大展会现场，人形机器人刷新着从行走、奔跑，到搬运、分拣，甚至做简单家务等多种技能。与过去依靠固定程序运行的工业机器人不同，新一代机器人正在借助大模型、多模态感知等技术，试图理解开放环境、自主决策、执行复杂任务。但能力展示到真正承担工作之间，仍有一道鸿沟。在工厂里，机器人面对的是高度结构化的环境，工位固定、零件标准化、任务目标清晰。

D | 因此，即使机器人的泛化能力有限，也可以通过大量数据训练和工程优化，完成相对稳定的工作。但当环境从流水线变成家庭、医院或者养老院等开放环境，问题开始变得复杂。拿起一只杯子，看似只是一个简单动作，但背后涉及对杯子材质、重量、空间位置的判断，以及力量大小的控制；帮助老人翻身，也不仅是完成一个动作，而是需要根据人的身体状态和姿势来及时调整。这些能力，对于人类而言来源于长期的生活经验，但对于机器人而言，却是一片尚未充分学习的领域。在苏昊看来，最本质的原因在于，模型学的一直是语言，而语言是世界的投影；模型学的一直是这道影子，却从未见过投下影子的实体。 “你可以在屏幕里雄辩，但你说服不了重力。”苏昊讲道。这也是当前物理智能发展的核心难题：机器人并不是不会做动作，而是不知道什么时候该做、该怎么做，以及如何一直做对。

E | 这一看法也得到了多位具身智能领域专家和从业者的认同。

F | 智元合伙人、觅蜂科技董事长兼CEO姚卯青指出，当前大部分模型建立在视频生成模型基础上，但视频更多记录的是世界的外观变化，并不能完整呈现物理规律。例如，仅通过视频可以看到物体的位置和运动，却难以感知质量、力量、摩擦等信息，而这些恰恰是机器人完成操作任务时不可缺少的能力。

G | 它石智航创始人兼CEO陈亦伦也提到，机器人面对的是一个不断交互的物理世界，不仅需要观察，还需要通过行动改变环境，并根据反馈不断调整。机器人不能只知道下一步做什么，还需要知道做完之后世界会如何改变。补课而物理智能想要突破，关键在于让AI获得类似人类的物理世界经验。在苏昊看来，要做到这一点，首先要给AI补上的，是真正的物理世界知识。他将掌握过程分为六层，由底层向上分别是物体知识、状态知识、动力学知识、功能知识、目标知识、行为知识，即从认识物体，到理解物体的状态，再到掌握动力学规律，譬如球会滚走、水会流动；进一步，还包括理解物体在绑定主体后而被赋予的功能、目标，以及知道怎么做想做、要做的事儿。 “端一杯水穿过房间不洒，是分寸；系鞋带、用筷子，这个是巧劲。而这些本事不写在书上，是长在手上的。”苏昊讲道，“从物体到行为，越往上越不是看会的，越得在物理世界中亲手去做。” 虽然互联网让语言知识得到了空前规模的聚合，但物理世界的知识却仍然散落在实验数据、工业生产、视频记录以及人的实践经验中，并没有形成一套完整的数据体系。因此，在苏昊看来，物理智能的突破口不在模型的架构，而在知识的聚合。这当然并不容易。 “聚合这件事注定超出任何一家机构的边界。视频在互联网上，方程在教科书里，力学数据在各家实验室里，操作的直觉在亿万劳动者身上，没有谁能独自集齐这套阶梯。它需要整个行业乃至全社会的通力协作，共建数据、共立标准、共享仿真评测等基础设施。”苏昊谈道。这需要的真实世界数据量级也相当惊人。

H | 陈亦伦以大众熟悉的自动驾驶举例，一个工业级可用的自动驾驶系统，训练需要的纯视频数据大概100万个小时，这还只是处理非碰撞的物理系统；而具身智能要刻画复杂物理规律，并执行与物体有交互的操作，需要的视频数据规模在1000万个小时的量级。更重要的是，理解世界还只是第一步。真正决定机器人能否进入人类日常生活的，是可靠性。毕竟，现在要机器人完成一次动作并不难，难的是在真实环境中，把同一个动作稳定完成成千上万次。苏昊认为，物理智能的发展不会像ChatGPT那样，在一次发布会上突然爆发，而更像过去电气化的发展过程，先进入工厂、仓库等相对标准化的场景，再逐步走向医院、商业服务，最终进入家庭。

I | 而这指向的是物理智能实现自己使命的路径。 “物理智能不是人的替代者，而是人的协作者，填补的是人手的缺口，把翻身、搬运这样的体力活交给机器，把照护者的时间，还给陪伴与关怀；把危险的作业交给机器，让人退到安全线之后，承担判断与创造。”作为坚定的物理智能乐观派，苏昊谈道，“物理智能的使命，是把人还给人。