What is an artificial general intelligence?
A non-human mechanism that demonstrates a broad range of problem solving, creativity, and adaptability.
artificial general intelligence explained in plain English
A non-human mechanism that demonstrates a broad range of problem solving, creativity, and adaptability. For example, a program demonstrating artificial general intelligence could translate text, compose symphonies, and excel at games that have not yet been invented.
Example
Practitioners refer to artificial general intelligence when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.
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- Agent
An AI system that can perceive its environment, make decisions, and take actions to achieve goals autonomously.
- AI slop
Output from a generative AI system that favors quantity over quality.
- Artificial Intelligence
Any system that performs tasks requiring human judgment — understanding language, recognising images, making decisions, or solving problems — by finding patterns in data rather than thinking or feeling.
- Backpropagation
The process that tells a neural network which internal settings caused an error and how to adjust them, working backwards through layers.
- Chain-of-Thought Prompting
Asking an AI to show its reasoning step by step before giving a final answer, which often improves accuracy on complex tasks.
- Classification
The task of sorting inputs into predefined categories — choosing a label rather than producing a number.
- Confabulation
When an AI produces a confident, fluent answer that sounds true but is factually wrong — generating plausible language without a reliable link to reality.
- Context Window
The maximum amount of text a language model can consider at one time, measured in tokens.
- Embedding
A numerical representation of text, images, or other data that captures semantic meaning.
- Fine-tuning
The process of further training a pre-trained AI model on specialised data to improve performance on specific tasks.