AI Knowledge Hub
Latest Articles about Gen AI in Education
AI Concept Flashcards
Artificial Intelligence (AI)
Computer systems that simulate human intelligence to perform tasks like seeing, hearing, and decision-making.
Generative AI
A type of AI that can create new content, including text, images, audio, and video, based on patterns it has learned.
Large Language Model (LLM)
An AI system trained on vast amounts of text to understand, summarize, and generate human-like language.
Prompt
The specific text input or instruction you give to an AI model to get the result or answer you want.
Machine Learning (ML)
A subset of AI where computers learn from data and improve at tasks without being explicitly programmed.
Neural Network
A computer structure inspired by the human brain, used to help machines process information and recognize patterns.
Hallucination
When an AI confidently generates false or nonsensical information but presents it as if it were a fact.
Deep Learning
A powerful type of machine learning that uses multi-layered neural networks to solve complex problems.
Computer Vision
A field of AI that enables computers to "see" and interpret meaningful information from images and videos.
Natural Language Processing (NLP)
The branch of AI focused on helping computers understand, interpret, and manipulate human language.
Training Data
The collection of information (text, images, numbers) used to teach an AI model how to perform a task.
Bias
Errors in AI output that result in unfair or prejudiced outcomes, often inherited from the training data.
Algorithm
A set of step-by-step instructions or rules that a computer follows to solve a problem or complete a task.
Chatbot
A software application designed to simulate conversation with human users, often over the internet.
Token
The basic unit of text that an AI processes; it can be a whole word, part of a word, or a single character.
Transformer
A specific, revolutionary type of neural network architecture that makes modern Generative AI possible by enabling efficient processing of sequences like text.
Artificial General Intelligence (AGI)
A hypothetical future AI that possesses human-like intelligence and can perform any intellectual task a human can.
Reinforcement Learning
A training method where an AI learns by trial and error, receiving rewards for success and penalties for mistakes.
Parameters
The internal settings or "knobs" within an AI model that are adjusted during the training process to minimize errors.
Turing Test
A test proposed by Alan Turing in 1950 to determine if a machine can exhibit intelligent behavior indistinguishable from a human.