automation
/ɔtəˈmeɪʃən/The use of machines and programs to do work that people used to do by hand.
Example: Automation has changed how the whole factory runs.

B216 words · Upper-intermediate
Artificial intelligence vocabulary such as machine learning, dataset and training data, plus classify, recommendation and guardrail. Words for describing how a system is built.

The use of machines and programs to do work that people used to do by hand.
Example: Automation has changed how the whole factory runs.

A statement about what will probably happen, based on data you already have.
Example: The model's prediction about rainfall was surprisingly close.

The ability of a system to identify a face, voice or object it has seen before.
Example: Face recognition unlocks my phone in a second.

To find out exactly what or who something is, often by comparing it with known examples.
Example: The camera can identify faces in a crowd.

To use a computer to handle, change, or study information.
Example: It takes a moment for the app to process your photo.

To offer an idea or option to someone, often based on things a program already knows about them.
Example: The app will suggest a song you might like.

To change something so that it fits one particular person's needs or tastes.
Example: The app can personalize your news feed based on what you read.

One part of a program or device that lets you do a particular thing.
Example: The new feature lets you talk to the app instead of typing.

A large collection of information that a computer program is trained or tested on.
Example: The model learned from a huge dataset of photos.

A way that computer programs improve by studying huge amounts of information, instead of following fixed rules.
Example: Machine learning helps the app get better at picking songs you like.

The examples a system learns from.
Example: The training data decided what the model was good at.

A rule built into a system to stop it doing something harmful.
Example: One guardrail blocked the request and three others let it through.

To sort things into groups by type.
Example: The model can classify a scan in under a second.

A suggestion a system makes based on what you did before.
Example: The recommendation was uncanny and slightly unwelcome.

A question put to a system in order to get information.
Example: One badly formed query can cost an hour of compute.

The processing power needed to run a system.
Example: Compute turned out to cost more than the engineers did.
