Basics
AI stands for this.
What is Artificial Intelligence?
The type of machine learning uses labeled data to train an AI.
What is Supervised Learning?
The use of technology to perform tasks without human intervention, such as when robots assemble products.
What is a automation?
This field addresses the moral principles surrounding the development and use of AI, focusing on fairness, privacy, and societal impacts.
What is ethics of AI?
The Giant learns to make decisions based on his experiences. This type of machine learning allows machines to improve by learning from data without being explicitly programmed for each task.
What is machine learning?
The information that is collected and used to train AI systems, helping them make better decisions.
What is data?
A type of machine learning where the AI system is trained using data without labels, and the system must find patterns or relationships on its own.
What is Unsupervised Learning?
A field of AI that enables computers to interpret and understand visual information from the world, such as identifying objects or people in images and videos.
What is Computer Vision?
When AI makes unfair decisions due to data, it is known as this.
What is bias?
The Iron Giant is an example of AI that has the ability to make decisions on its own, without human intervention.
What is autonomy?
AI that is designed to perform a specific task or set of tasks, such as voice assistants, image recognition, or recommendation systems.
What is Narrow AI?
This AI system is modeled after the human brain and is used to recognize patterns and make decisions based on complex data.
What are neural networks?
A branch of AI that enables machines to understand, interpret, and respond to human language, both written and spoken.
What is Natural Language Processing (NLP)?
The process in which AI uses data to make guesses or informed statements about future events or behaviors.
What is prediction?
Hogarth helps the Iron Giant recognize his potential for good, he uses labeled data to train the robot. This type of learning, where the correct answers are provided, is called this.
What is supervised learning?
A set of step by step instructions used to perform a task or solve a problem.
What is an Algorithm?
This term describes AI that can learn from its experience, like a self-learning system.
What is Self-Learning AI?
A technology that allows machines to interpret and respond to human speech, such as voice-activated assistants like SIRI or Alexa.
What is speech recognition?
A system where the output of a process is fed back into the process to improve performance.
What is a feedback loop?
The Giant initially doesn't understand the difference between right and wrong. As he learns, he begins recognizing patterns in the world around him. This is similar to this AI process, where machines recognize patterns in data to make decisions.
What is pattern recognition?
A form of AI that can perform any intellectual task that a human being can do.
What is Artificial General Intelligence (AGI)?
This process involves AI identifying patterns in data, such as recognizing faces, speech, or handwriting.
What is Pattern Recognition?
A subset of AI that allows machines to learn from data and improve performance without being explicitly programmed for each task.
What is a Machine Learning?
The ability of an AI system to make decisions independently, without human intervention.
What is autonomy?
The Giant learns by interacting with his environment, gradually improving his decision-making. This idea, in AI, relates to a system where the output is used to improve the machine’s future decisions.
What is a feedback loop?