当 AI 能替你写、替你算、替你答题，简历上的形容词一夜之间贬值。真正保值的，是你亲手做出的真实作品——以及它能否通过独立第三方的检验。
Work is the credential.
When AI can write, calculate, and answer on your behalf, adjectives on a résumé lose value. What endures is the real work you create—and whether it can withstand independent review.
分数、证书、活动清单，以及包装出来的“领导力”，在 AI 可以批量生成完美文书的时代，甄别价值正在下降。
Scores, certificates, activity lists, and polished narratives carry less signal when AI can mass-produce persuasive applications.
真实的作品，加上独立的验证。一个真实运行的项目、一份完整的能力档案，以及一次利益无关的第三方审阅。
Real work plus independent validation. A functioning project, a complete capability dossier, and review by a disinterested third party.
看见值得做的问题，并定义什么任务值得存在。
Seeing problems worth solving and defining work worth doing.
在 AI 给出十个答案时，识别哪个正确、哪个重要。
Distinguishing what is correct, consequential, and appropriate.
把愿景和判断变成世界上原本不存在的作品与解法。
Turning vision and judgment into work that did not exist before.
一个人，带着主动性与判断，与 AI 协作，解决真实问题，形成可验证的作品。
A person exercises agency and judgment, collaborates with AI, solves a real problem, and produces verifiable work.
项目的主人，而不是任务的执行者。
The owner of the project, not merely a task-taker.
把 AI 当作能力放大器，而不是答案机。
Using AI as a capability amplifier, not an answer machine.
真实用户、真实约束、真实反馈。
Real users, constraints, feedback, and consequences.
能运行、能展示、能被独立检验。
Usable, demonstrable, and independently reviewable.
能力凭证的价值，取决于验证者是否与结果保持利益独立。
The value of a capability credential depends on the reviewer’s independence from the outcome.
记录问题定义、关键判断、人机贡献、迭代过程和最终成果。
Documents problem definition, key judgments, human–AI contribution, iteration, and results.
由不了解学生、与项目无商业利益关系的专家进行审阅。
Reviewed by experts who do not know the student and have no commercial stake in the project.
推广、转介与验证严格隔离，保护标准的公信力。
Promotion, referral, and validation remain separated to protect credibility.
为 9–11 年级学生设计：从问题定义到作品交付，再到能力档案与独立验证。
Designed for students in grades 9–11: from problem definition to delivery, capability dossier, and independent review.
学生在导师引导下完整经历：选题 → 与 AI 协作构建 → 真实反馈迭代 → 作品交付 → 能力档案。
Students complete the full cycle: topic selection → AI-enabled building → real-world feedback → delivery → capability dossier.