Artificial Intelligence
Algorithm
Plain English
A step-by-step way to solve something.
Definition
An algorithm is a set of rules or instructions used to solve a problem or perform a task.
In practice
Used in software and AI to glossaryProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term, make decisions, or automate tasks.
In context
The word carries blame in public conversation (the algorithm decided), which usually obscures that a person chose the objective it was optimising for.
The reality
Algorithms reflect the logic and glossaryBiasBias is a systematic distortion in thinking or data that affects the accuracy of research or decision-making.Open glossary term of their creators and glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term.
Compared with
Algorithm vs Model
An algorithm is a defined set of steps and is inspectable. A glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term is learned from glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term and often is not. When accountability matters, that difference is the whole conversation.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is an algorithm?
It is a set of instructions used to perform a task or solve a problem.
Where are algorithms used?
In software, glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term engines, and AI glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term.
Why are algorithms important?
They determine how glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term glossaryProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term and make decisions.
Can algorithms be biased?
Yes, depending on the glossaryDataData is raw, uninterpreted information collected and stored so it can be analysed, processed, or used to inform decisions. On its own it carries no meaning; context and interpretation are what make it useful.Open glossary term and logic used.
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