Designers looking for a role need to demonstrate that they understand AI systems and are actually building something with them.

agency Acting on the world rather than waiting: what it does for work, whether it can be learned, and whether AI widens or takes it.

design How things should be made and judged: what makes a design good, who should do the designing, and what an interface is for.

hiring Finding people and judging them: referrals, open calls, contests, and reading the work rather than the CV.