上个周末，我连续第三年在上海交大举办了人工智能行业发展趋势和AI就业的个人分享会。闵行校区老行政楼534会议室被正在秋招的同学们填的满满。 我的分享材料70页，有69页是我自己一个字一个字敲出来的，还有一页是AI生成的 - 而我讲的内容，则试图挑战这样做的必要性和合理性。 2026年对于工科毕业生，尤其是计算机、软件工程专业是一个巨大的turning point，不是所有人都在动，但所有的人都在想，焦虑很多但没有清晰的答案。 下面是我给所有计算机相关专业毕业生的一些建议：

English Translation:

Last weekend, for the third consecutive year, I held a personal sharing session at Shanghai Jiao Tong University on AI industry trends and AI employment. Room 534 in the old administrative building on the Minhang campus was packed full with students in the midst of the fall recruitment season.

My presentation materials ran to 70 pages. 69 of them I typed out word by word myself, and one page was AI-generated — while the content I presented sought to challenge the necessity and legitimacy of doing so.

For engineering graduates in 2026, especially those in computer science and software engineering, this is a huge turning point. Not everyone is acting, but everyone is thinking — there is a lot of anxiety but no clear answers.

Below are some of my suggestions for all computer-related graduates: