Expert Level Artificial Intelligence Knowledge Test
A rigorous assessment covering recent AI breakthroughs and algorithmic details for seasoned programmers.
Quiz Questions
Answer all questions below and test your knowledge.
- 1
Which component of the transformer architecture reduces the quadratic cost of self-attention by approximating the attention matrix?
- 2
Identify the algorithm that merges Q-learning updates with a stochastic policy derived from the softmax of Q-values.
- 3
In diffusion generative models, which schedule defines the variance of noise added at each timestep to guarantee a closed-form posterior?
- 4
What is the term for systematically probing hidden layers to locate neurons that encode prohibited concepts?
- 5
Which quantization approach uses a small calibration set to adjust scale factors per layer, achieving near-full-precision performance?
- 6
Name the processor design that integrates analog crossbar arrays with digital control to accelerate matrix multiplications for neural nets.
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