Expert Level AI Concepts Quiz
A concise assessment of high‑level AI knowledge for seasoned programmers.
Quiz Questions
Answer all questions below and test your knowledge.
- 1
What is the time complexity of computing self‑attention in a standard transformer layer with sequence length n?
- 2
Which algorithm introduces a stochastic policy gradient method that directly optimizes expected return without a value function?
- 3
In fairness metrics, which measure evaluates the difference in true positive rates between protected and unprotected groups?
- 4
Which architecture introduced depthwise separable convolutions to reduce parameters while maintaining accuracy?
- 5
What technique can reveal hidden bias in a trained word embedding by projecting vectors onto a gender direction?
- 6
Which diffusion model variant uses a learned variance schedule to improve sample quality?
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