Machine Learning
A model uses this when it generates an output for new data based on patterns learned from past data.
Prediction
What is the term that describes using AI to help students learn by adjusting lessons to their individual needs?
Personalized Learning
What specific data from images do computer vision models analyze?
Pixels
AI data centers need a high amount of these two resources.
What’s an example of an llm-based tool?
ChatGPT, Gemini, Claude, etc.
A model uses these two types of data to learn patterns and to evaluate its performance on unseen data.
Training and Testing Data
What is an environmental drawback of using AI?
high water usage, high energy usage (which increases pollution), e-waste
What technique is used to convert colored images into black and white ones for data processing?
This type of technology uses AI to match faces to a digital image.
Facial Recognition Technology
What does NLP stand for?
Natural Language Processing
A model uses this type of learning when it is trained on data with known labels.
Supervised Learning
How can AI potentially weaken learning?
providing easy solutions so students don’t practice critical thinking and have less long-term retention, potentially giving inaccurate information
What format stores image data as a grid of numbers for the model to process?
Matrix
In this recruiting scandal, the AI tool used to screen applicants was found to be biased against women.
Amazon AI recruiting scandal
The process of breaking down raw human text into smaller units
Tokenization
A model uses this type of learning when it identifies patterns in data without labeled examples.
Unsupervised Learning
How are AI data centers kept cool?
liquid cooling (chips/machine parts are submerged in liquid), evaporative cooling systems (cool air as water evaporates)
What is the name of the most commonly used neural network model for image classification tasks?
Convolutional Neural Network
Some artists feel that AI companies have stolen their work because their work was used to do this
Training the AI models
What process is involved in making models sound increasingly human-like (emotions)?
Sentiment Analysis
A model uses this type of learning when it improves its behavior through rewards and penalties.
Reinforcement Learning
What consequences do AI data centers have on energy prices?
raise energy prices by spiking demand
What layer of a image classification model is used to generalize patterns in sections of the image data?
Pooling Layer
One reason that bias would enter an AI system.
data bias/coder bias/reinforcement bias
What linguistics term is commonly considered for nlps?
entendres, semantics, conjugations, or spelling