Intermediate
Artificial Intelligence & Machine Learning
Q41 / 100
What is the transformer architecture and why did it revolutionize AI?
Correct! Well done.
Incorrect.
The correct answer is B) An architecture using self-attention mechanisms to process sequences in parallel, capturing long-range dependencies efficiently and scaling to billions of parameters
B
Correct Answer
An architecture using self-attention mechanisms to process sequences in parallel, capturing long-range dependencies efficiently and scaling to billions of parameters
Explanation
Transformers (Vaswani et al., 2017) replaced RNNs for NLP. Self-attention O(n²) allows parallel processing (no sequential dependency). Scales well with data and compute. Foundation for BERT, GPT, T5, and most modern AI.
Progress
41/100