collocation · academic
algorithmic bias
/ˌælɡəˈrɪðmɪk ˈbaɪəs/al·go·RI·thmic BI·as
When an algorithm systematically produces unfair or prejudiced outcomes for certain groups.
Examples
“Researchers warned that algorithmic bias in hiring tools can exclude qualified candidates from minority groups.”
“Audits are necessary to detect and correct algorithmic bias in recommendation systems.”
“Algorithmic bias often reflects biased training data rather than a deliberate design choice.”
Band 8 sentence
“We commissioned an external audit because algorithmic bias in our loan‑approval model could systematically disadvantage entire communities.”
Collocations
- mitigate algorithmic bias
- detect algorithmic bias
- audit algorithms for bias
Word family
Common mistakes
bias of algorithm→algorithmic bias
an algorithmic bias→algorithmic bias
Say it for a higher band
5biased algorithm→6algorithm bias→7+algorithmic bias
Synonyms
biased algorithm
Easily confused
biased algorithm
“Researchers found a biased algorithm in the resume‑screening software.”
Related words
Learn this word with the rest of its set, and get reminded at the right time.
In Technology & Internet
Learn it with its set