NCA-AIIO · Question #4
NCA-AIIO Question #4: Real Exam Question with Answer & Explanation
The correct answer is C: High-powered GPUs. The surge in AI adoption is driven by two key enablers: high-powered GPUs and large amounts of data. High-powered GPUs provide the massive parallel compute capabilities necessary to train complex AI models, particularly deep neural networks, by processing numerous operations simu
Question
Which of the following aspects have led to an increase in the adoption of AI? (Choose two.)
Options
- AMoore's Law
- BRule-based machine learning
- CHigh-powered GPUs
- DLarge amounts of data
Explanation
The surge in AI adoption is driven by two key enablers: high-powered GPUs and large amounts of data. High-powered GPUs provide the massive parallel compute capabilities necessary to train complex AI models, particularly deep neural networks, by processing numerous operations simultaneously, significantly reducing training times. Simultaneously, the availability of large datasets-spanning text, images, and other modalities-provides the raw material that modern AI algorithms, especially data-hungry deep learning models, require to learn patterns and make accurate predictions. While Moore's Law (the doubling of transistor counts) has historically aided computing, its impact has slowed, and rule-based machine learning has largely been supplanted by data-driven approaches.
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