对张悦而言，这段经历刷新了她的职业规划。原本她的目标是成为一名语文教师，参与AI训练工作 后，她开始关注技术与人文交叉的领域。她了解到，有学长凭借类似AI项目经历，成功入职互联网公 司从事内容运营工作。在张悦看来，"数据标注不只是一份按件计酬的兼职，更成为我理解数字时代内 容生成与处理机制的窗口"。 在各大科技公司向公众开放的AI训练平台上，一项项任务构成微型数字劳务市场：给一段文本做情感 分类，报酬0.1元；判断AI对话的意图是否准确，0.15元；将一分钟方言语音转录成文字，0.8元……一 名熟练的学生利用课余时间，每月能获得1000元至2500元不等的收入。比起即时报酬，很多大学生更看 重这份"参与过AI大模型训练与优化"的项目经验，希望因此为求职"加分"。 这条基础"训练链"，成为年轻人探求学习AI的驱动力。张悦观察到，一些学生有意识地选择法律、医 疗、金融等垂直领域的标注任务，在劳动中积累专业领域知识；也有人在重复性工作中，总结出AI的 常见错误模式，试图理解算法背后的运行逻辑。这种从实践到认知的过程，为他们编织出一条校园学习 之外的成长路径。 2025年12月末的一个夜晚，武汉一所高校宿舍内，大二学 ...

Core Viewpoint - Zhejiang Shuangyuan Technology Co., Ltd. has disclosed its "Quality Improvement, Efficiency Enhancement, and Return to Shareholders" action plan for 2025, aiming to enhance shareholder value and investor confidence while promoting sustainable development [1] Group 1: Enhancing Operational Quality - Fundraising projects are progressing as planned, with the headquarters building under renovation and expected to be occupied in 2025, which will help alleviate capacity bottlenecks and enhance R&D capabilities [1] - The company is improving its management level by streamlining organizational structures, simplifying business processes, and enhancing internal controls, which aims to boost overall operational efficiency [1] Group 2: Accelerating Development of New Productive Forces - The company is increasing R&D investment, focusing on high-precision sensors and machine vision technology, with R&D expenses amounting to 19.65 million yuan in the first half of 2025 and a workforce of 121 R&D personnel [2][3] - The company has completed the development of its fully automated wafer AOI detection system and online spectral measurement system, with initial orders received for the wafer defect detection system [2] Group 3: Improving Corporate Governance - The company is enhancing its governance structure and internal controls, having held one shareholders' meeting, one board meeting, and three committee meetings in the first half of 2025, ensuring effective decision-making and oversight [5] Group 4: Strengthening Accountability - The company is establishing a clear division of responsibilities and efficient workflows, reinforcing compliance awareness among key personnel, and ensuring integrity in operations [5] Group 5: Enhancing Investor Returns - The company has completed its first share buyback, repurchasing 543,996 shares at an average price of 55.16 yuan per share, totaling approximately 30 million yuan [6] - The company has announced a cash dividend of 1.072 yuan per share for the 2024 fiscal year and plans to distribute 1.25 yuan per 10 shares for the mid-2025 dividend, amounting to approximately 7.32 million yuan [6] Group 6: Strengthening Investor Communication - The company is committed to transparent information disclosure and has actively engaged with investors through various channels, including performance briefings and investor interaction platforms [6] Group 7: Other Matters - The company will continue to evaluate the execution of its action plan and is focused on innovation and strengthening its core business to enhance competitiveness and profitability [7]