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B2 – C1

Artificial Intelligence & Automation: Essential Vocabulary

Discuss AI, automation, algorithms, productivity, bias and the changing workplace with precise B2–C1 English.

📖 Reading time: ~8 minutes✅ Reviewed by a CELTA-qualified teacher🎯 Covers B2 – C1

Topic level: B2 – C1 · Category: World & Society

📋 What's in This Guide

  1. Introduction
  2. Essential vocabulary
  3. Natural collocations
  4. Common mistake
  5. Exercises
  6. Mini quiz
  7. Exam & speaking focus
  8. Frequently asked questions

1. Introduction

Artificial intelligence now appears in work, education, healthcare and everyday technology. This guide gives you the vocabulary to discuss both its benefits and its risks clearly.

2. Essential Vocabulary

Word / PhraseMeaning
artificial intelligencecomputer systems designed to perform tasks associated with human intelligence
automationthe use of technology to perform tasks with less human involvement
algorithma set of rules a computer follows to solve a problem or make a decision
machine learninga method in which systems learn patterns from data
biasan unfair tendency that can influence decisions or results
dataseta collection of information used for analysis or training
to streamlineto make a process simpler and more efficient
to automateto make a process operate automatically
human oversightchecking or supervision carried out by people
productivitythe amount of useful work produced in a given time
job displacementthe loss or movement of jobs because work changes
ethical concerna question about whether something is morally acceptable

3. Natural Collocations

PhraseExample
to boost productivityAI tools can boost productivity when they remove repetitive work.
to rely on an algorithmCompanies should not rely on an algorithm without checking its results.
to reduce human errorAutomation can reduce human error in routine processes.
to raise ethical concernsFacial recognition can raise ethical concerns about privacy.

4. Common Mistake

❌ Incorrect✅ CorrectWhy
AI can replace to workers.AI can replace workers.Replace takes a direct object: replace someone/something.

5. Exercises

A. Gap Fill — Complete correctly

1. Many firms use ___ to handle repetitive administrative tasks. (automation)
2. A system trained on poor data may reproduce ___. (bias)
3. Human ___ is important when automated decisions affect people. (oversight)
4. The company hopes the new software will ___ the booking process. (streamline)
Answers: 1. automation   2. bias   3. oversight   4. streamline

B. Multiple Choice

1. A collection of information used to train a system is a...
(a) dataset   (b) deadline
2. To make a process operate automatically means to...
(a) automate   (b) negotiate
3. A concern about what is morally acceptable is an...
(a) ethical concern   (b) output target
Answers: 1. a 2. a 3. a

6. Mini Quiz

Without looking back, define three words from this topic and use two collocations in your own sentences. Then explain the topic for 60 seconds using at least five target expressions.

7. Exam & Speaking Focus

For Cambridge, IELTS and general speaking practice, avoid memorising isolated words. Use the vocabulary to develop an opinion, give an example, compare situations and explain a consequence. Aim to use two or three strong collocations naturally rather than forcing every new word into one answer.

8. Frequently Asked Questions

Is 'AI' formal enough for an exam?

Yes. Write 'artificial intelligence (AI)' the first time, then use 'AI' naturally afterwards.

What is the difference between automation and AI?

Automation follows a process automatically; AI usually refers to systems performing tasks involving prediction, language, recognition or decision-making.

9. Related Guides

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