AI Made Applications Easier. Work Samples Can Be the Trust Layer.

AI can help candidates produce a polished resume, cover letter, and project description quickly. That also makes it easier to polish claims that have little evidence behind them. Hiring teams still need evidence that a candidate can understand a problem, make tradeoffs, check the result, and explain the work. A well-designed work sample can supply that trust, but a vague unpaid project can waste time without measuring the job.
