NCA-AIIO Question 24
Select 3Which factors have contributed to the recent rapid improvements and adoption of AI technologies?
- A
The availability of large-scale labeled datasets for training AI models
- B
Advancements in specialized hardware like GPUs and AI accelerators
- C
Slower development of machine learning algorithms compared to past decades
- D
Increased accessibility to cloud-based AI infrastructure and tools
- E
Diminished interest and investment in AI research globally
Show answer and explanation
Correct answers: A, B, D
Explanation
The rapid improvements and adoption of AI technologies have been driven by a combination of factors, including access to large datasets, advancements in specialized hardware, and the democratization of AI through cloud-based tools. These factors together have made AI more powerful, accessible, and cost-effective, accelerating its adoption across industries.
- A. Correct.
The availability of large-scale labeled datasets has been a key enabler for training deep learning models effectively, which require vast amounts of data to achieve high accuracy.
- B. Correct.
Specialized hardware like GPUs, TPUs, and AI accelerators have significantly reduced the time and computational cost of training and deploying AI models, making AI more practical.
- C. Incorrect.
This is incorrect as the development of machine learning algorithms has accelerated, not slowed, contributing to AI's rapid progress.
- D. Correct.
Cloud-based AI platforms and tools have made it easier for organizations of all sizes to adopt and implement AI solutions without requiring extensive in-house infrastructure.
- E. Incorrect.
This is incorrect as interest and investment in AI research have surged globally, driving faster progress and adoption.