Art
What AI concept do we use to "see" things? Explain the concept.
Computer Vision!
How can we use AI in basketball? Give 1 example.
Examples:
- Detect whether something is a basketball or orange
- Robot "Referee": Counts the number of points each team has made through a video camera
- Show us how to make better shots by tracking 1) the way we are throwing the ball 2) where we are standing
- Robot that will look at you and be able to detect how good you are at basketball
How to use AI in video games? Give 1 example.
Examples:
- Create an AI bot to play against
- Virtual Reality, use AI to detect which objects are there around you
- Chat with AI chatbot during video game
What AI concept do we use to understand and speak language? Explain the concept.
Natural Language Processing
How can AI be used in art? How has it been used across history?
- Figure out who the artist is based on showing the AI an image
- AI to generate artwork (cappacina ballerina)
- Convert art to a presentable form (e.g. add more color to the picture of the dog)
Who is the best basketball player of all time? (Based on stats)
LeBron James
What company used to develop video games and now has great processing units for AI?
NVIDIA
How can AI be used in disaster relief? Give 2 examples.
1) using computer vision to detect whether a tree is swaying (could indicate a hurricane)
2) using natural language processing to detect whether a tweet could signify something dangerous or time-sensitive
How does the computer understand images?
Each pixel of the image is represented by numbers; these are RGB (red, green, blue) values
Let's say we wanted to determine what type of basketball jersey a player should buy, based on price, team name, colors, etc. What type of Machine Learning model could we use? Explain the model.
Hint: We've used it before
Decision Tree
You are the creator of a new game. StudentAI allows you to detect whether or not someone is a good student or not.
Describe this video game and how we could use AI - name 3 features and data used. Be creative!
Example Features: grades, behavior, attention
Data used: Previous student information, student records
What do we call a numerical representation of a word?
Word embedding
Example:
Help with brainstorming ideas on what to draw. (Data: Pinterest/twitter art channels)
Check if the drawing is good or not/suggestions (Good and bad drawings)
Name 2 ethical concerns of creating a robot that can play basketball on the NBA.
1. Replacing job of basketball player
2. May be unsafe (e.g. hitting other basketball players)
3. May be "inaccurate" in scoring points -> leading to the team to lose
What % of game studios use AI?
Over 70%
Name 2 ethical concerns of using AI in a disaster relief situation and their consequences.
1. May have inaccurate predictions (eg misunderstand tweets) leading to individuals to not respond soon enough or waste resources
2. May be biased in its decision making (e.g. sends resources to less-affected areas because it saves cost)