In the AI era, high-agency is the only irreplaceable skill; degrees, big companies, and backgrounds are not core competitive advantages.

In the future, you only need to submit your work for interviews, not a resume. Your work is your resume.

Vibe coding allows you to create 3 demos a day. While ideas are the easiest to be replaced, especially now with high efficiency and increasing repetition of reinventing the wheel, the key is feedback — insights — then refining ideas — products.

Liberal arts students have an advantage over science students because their abstract understanding > science students, and the weaker science parts are already handled by AI.