AI supercomputer uses

Question

0:00
What do you think of when you hear artificial intelligence?
0:04
A really smart computer? A robot?
0:07
A self-driving car?
0:09
Would you be surprised to learn that you already use AI -- maybe everyday?
0:14
Hi, my name is Will and I work at Nvidia where my team runs the deep Learning Institute.
0:20
Will and Nvidia are developing artificial intelligence supercomputers that are being used in all sorts of applications
0:28
You've probably experienced AI and not even realized it! Have you ever watched a video online and
Video recommender example
0:35
afterward the computer listed other videos it thought you'd like?
0:40
This is actually a really complicated problem.
0:43
To figure out what you would like the computer searches through all the videos online looking for ones that are similar to videos you've watched.
0:51
Before you know it the computer has to search through billions of data points.
0:57
In computer science this is often called "big data"
1:00
Because there's so much information, the only way to do it quickly is to process it in parallel
1:06
This is called "parallel processing".
1:10
Parallel processing is where you take large numbers of things and process them all at the same time
1:16
To search through all of those billions of videos the computer can think about a lot of videos at the same time
1:23
Instead of one by one. This is a much better way to process data.
1:27
We use GPU parallel processors to work through that mountain of big data really quickly
1:34
GPUs can do really fast parallel processing
1:38
This is because they have thousands of processor cores that can analyze all the big data in parallel
1:44
This is what makes artificial intelligence understand big data
1:48
Just a few years ago AI was something you could only see in the movies.
1:53
Today it's helping doctors treat patients and engineers are working on building self-driving cars that will get us from point A to point B
2:00
Who knows what's going to come in the future, but it will be incredible!
2:04
Want to think like a computer scientist and think about ways to process your own big data?
2:10
Check out the activity on Curiosity Machine!

As you watch the videos keep notes on examples of how they complete each step of the data analysis process.

Collect or Choose Data
Clean and/or Filter Data
Visualize and Find Patterns
New Information

What is the core idea of your topic?

What is it about?

Give two examples of the problems / questions your topic is being used to solve / answer.

Answer 1

Core Idea of the Topic

The core idea of the topic is the application and significance of artificial intelligence (AI) and supercomputing, particularly through the use of parallel processing with Graphics Processing Units (GPUs) to analyze and derive insights from large datasets, also known as "big data." It outlines how AI is already integrated into our daily lives and its potential future applications.

What is it About?

The topic discusses how AI technology, facilitated by supercomputers and advanced processing techniques, is used to analyze large amounts of data quickly and efficiently. It illustrates practical applications of AI, such as video recommendations, how these systems function using parallel processing, and the growing influence of AI in various fields, including healthcare and autonomous vehicles.

Examples of Problems/Questions Being Solved/Answered

1. Video Recommendations: One problem that AI solves is providing personalized video recommendations. By analyzing user behavior and preferences, the AI can suggest videos that users are likely to enjoy based on their past viewing habits. This involves processing vast amounts of data to identify patterns and similarities among different videos and user interactions.

2. Medical Diagnosis and Treatment: AI is increasingly being used in healthcare to assist doctors in diagnosing diseases and recommending treatment plans. By analyzing large datasets, such as patient records and clinical trial results, AI can identify trends and suggest optimal treatment options tailored to individual patients, thereby improving healthcare outcomes.

Answer 2

Rephrase them in 10th grqde sentences

Answer 3

Core Idea of the Topic

The main idea of this topic is how artificial intelligence (AI) and supercomputers use fast processing to work with huge amounts of data, also known as "big data." It shows that AI is already a part of our daily lives and explores its potential uses in the future.

What is it About?

This topic explains how AI technology, supported by supercomputers and advanced processing methods, quickly analyzes large amounts of data. It gives real-life examples, like how video recommendations work, details how parallel processing enables this, and discusses the growing role of AI in fields like medicine and self-driving cars.

Examples of Problems/Questions Being Solved/Answered

1. Video Recommendations: One problem AI helps solve is finding videos that people would like to watch. By looking at what users have watched before, AI can suggest similar videos. This process requires analyzing lots of data to see patterns and connections between different videos and users' preferences.

2. Medical Diagnosis and Treatment: AI is also being used in healthcare to help doctors diagnose illnesses and choose treatments. By studying large amounts of data, such as patient histories and treatment results, AI can find trends and recommend the best treatment for individual patients, which may lead to better health outcomes.