Hardware for artificial intelligence

High school (ages 12+)
Science & Technology

Name:

Date:

Step 1 · Read the article

Open the article and read it at the level above. Then answer the questions below in your own words.

https://smallwhale.org/articles/hardware-for-artificial-intelligence

Write what each word means, using the article.

Do not copy the article. Write two things you learned, the way you would explain them to a friend.

Answers below are taken from the article’s stored facts, so they match what the student read.

1. What is the specialized processors?GPUs, TPUs, and ASICs are optimized for AI's parallel computation needs
2. What is the overcoming von neumann bottleneck?Hardware evolution focuses on efficient data transfer for AI workloads
3. What is AI hardware and why is it special?AI hardware is the parts of a computer that are built to run AI programs. It is made to move lots of data quickly and do many math calculations at once, which helps AI learn and think.
4. Why did GPUs become important for AI?GPUs were first made for video games, but they can do many calculations at the same time. This makes them great for the big math tasks that deep learning needs.

Application-Specific Integrated Circuit (ASIC): A microchip designed for a particular use, like AI processing.
Neuromorphic Computing: Hardware designed to mimic the structure and function of biological brains.
Edge AI: Running AI computations directly on local devices rather than in the cloud.