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Question 26 - D-GAI-F-01 discussion

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What are the enablers that contribute towards the growth of artificial intelligence and its related technologies?

A.
The introduction of 5G networks and the expansion of internet service provider coverage
Answers
A.
The introduction of 5G networks and the expansion of internet service provider coverage
B.
The development of blockchain technology and quantum computing
Answers
B.
The development of blockchain technology and quantum computing
C.
The abundance of data, lower cost high-performance compute, and improved algorithms
Answers
C.
The abundance of data, lower cost high-performance compute, and improved algorithms
D.
The creation of the Internet and the widespread use of cloud computing
Answers
D.
The creation of the Internet and the widespread use of cloud computing
Suggested answer: C

Explanation:

Several key enablers have contributed to the rapid growth of artificial intelligence (AI) and its related technologies. Here's a comprehensive breakdown:

Abundance of Data: The exponential increase in data from various sources (social media, IoT devices, etc.) provides the raw material needed for training complex AI models.

High-Performance Compute: Advances in hardware, such as GPUs and TPUs, have significantly lowered the cost and increased the availability of high-performance computing power required to train large AI models.

Improved Algorithms: Continuous innovations in algorithms and techniques (e.g., deep learning, reinforcement learning) have enhanced the capabilities and efficiency of AI systems.

LeCun, Y., Bengio, Y., & Hinton, G. (2015). Deep Learning. Nature, 521(7553), 436-444.

Dean, J. (2020). AI and Compute. Google Research Blog.

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asked 16/09/2024
Khang Nguyen An
30 questions
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