AI and the future of work
How artificial intelligence is reshaping jobs, daily life, and the skills you need to thrive
In this lesson, you will read a journalistic article about artificial intelligence and its growing impact on the workplace and everyday life. You will explore 20 key B2-level vocabulary items, practise your reading comprehension, and respond to thought-provoking discussion questions. Grammar, preposition, and homework tasks will help you consolidate and apply what you have learned.
Vocabulary
Click each card to flip it and explore the full definition, example, and synonym.
The ability of computer systems to perform tasks that normally require human intelligence, such as learning, reasoning, and problem-solving.
"Artificial intelligence is being used to detect diseases earlier than human doctors can."
machine intelligence, AI, machine learning
To identify the nature of an illness, problem, or fault by examining symptoms or characteristics.
"Doctors can now use AI software to diagnose certain cancers from scan images."
identify, detect, determine
A thorough or dramatic change in form, appearance, nature, or character.
"The transformation of the publishing industry due to digital technology took less than a decade."
change, revolution, overhaul
Characterised by frequent repetition of the same action or element; tediously similar from one occasion to the next.
"Factory workers often perform repetitive tasks that robots can now do more efficiently."
monotonous, routine, mechanical
Operated or controlled by machines or computers, with little or no human involvement.
"The warehouse is almost fully automated — only a few human supervisors remain."
mechanised, computerised, robotic
A set of rules or step-by-step instructions followed by a computer to solve a problem or complete a task.
"The recommendation algorithm learned my preferences and now suggests films I actually enjoy."
procedure, formula, program
A person or thing that has the same function or characteristics as another in a different place or situation.
"The British minister met with her French counterpart to discuss trade policy."
equivalent, parallel, match
The quality of being able to adjust to new conditions or circumstances quickly and effectively.
"In a rapidly changing job market, adaptability is more valuable than any single skill."
flexibility, versatility, resilience
A major disturbance or interruption to an established system, market, or process, often caused by new technology or events.
"The disruption caused by streaming services destroyed the DVD rental industry almost overnight."
upheaval, disturbance, interference
An earlier event or action that serves as an example or guide to be considered in similar future situations.
"The court's ruling set a legal precedent that affected thousands of similar cases."
example, model, benchmark
To force someone or something out of their usual place or position, often by taking their role or replacing them.
"Many truck drivers fear they will be displaced by self-driving vehicles within a decade."
replace, oust, supplant
Causing anxiety, discomfort, or a sense of unease; slightly disturbing or worrying.
"It was unsettling to discover that the app had been tracking my location for months."
disturbing, disquieting, troubling
Firmly and deeply fixed in a surrounding mass or environment; fully integrated into something so it is hard to remove.
"Surveillance cameras have become so embedded in city life that most people no longer notice them."
integrated, ingrained, built-in
To become or make more intense, stronger, or more extreme in degree or force.
"Public debate about data privacy has intensified since the new facial recognition law was passed."
increase, strengthen, escalate
A person or official body that supervises a particular industry or activity and ensures rules and standards are followed.
"Financial regulators fined the bank for failing to protect customer data."
supervisor, authority, watchdog
The quality of being worthy of attention; importance, meaning, or consequence.
"The significance of the discovery was not fully understood until years later."
importance, meaning, weight
To find one's way through a complex or difficult situation or environment; to steer through challenges successfully.
"New graduates must learn to navigate a job market that is changing faster than ever before."
manage, steer, find one's way
A person who shares a flat or apartment with others but is not a family member.
"My flatmate works night shifts, so we rarely see each other during the week."
housemate, roommate, co-resident
A computer program designed to simulate conversation with human users, especially over the internet or via messaging apps.
"The company replaced its phone helpline with a chatbot that answers questions instantly."
virtual assistant, conversational agent, bot
A suggestion or proposal as to the best course of action; an endorsement of something as being good or suitable.
"The algorithm's recommendation was so accurate that I bought the book within minutes."
suggestion, advice, proposal
Reading
Read the article and explore the highlighted vocabulary. Use the controls to listen as you read.
Not long ago, the idea of a machine writing your emails, diagnosingto identify an illness or problem your illness, or driving you to work belonged firmly in the realm of science fiction. Today, artificial intelligencecomputer systems that think like humans has quietly moved in — like a very efficient flatmatesomeone you share a home with who never leaves dishes in the sink. From customer service chatbotscomputer programs that chat like people to medical imaging software, AI is no longer a distant promise but a daily reality for millions of people around the world.
The workplace has been one of the most dramatic arenas for this transformationa thorough and dramatic change. Repetitivethe same thing done again and again tasks that once consumed hours of human effort are now being automateddone by machines, not people at remarkable speed. Data entry, scheduling, and even basic legal research have been taken over by algorithmssets of computer instructions that work faster and, arguably, more accurately than their human counterpartspeople doing the same job elsewhere. Entire industries are being reshaped, and workers are finding that adaptabilitythe ability to change easily has become the most valuable professional skill of the twenty-first century.
Not all the news is alarming, however. While some jobs have disappeared, new roles have emerged that simply did not exist a decade ago — prompt engineers, AI trainers, and data ethicists among them. Economists argue that technological disruptiona big change that causes disorder has always created more jobs than it destroys, pointing to the industrial revolution as a reassuring precedentan earlier example to follow. The challenge, of course, is that the workers displacedpushed out of their jobs by one wave of change are rarely the same people who ride the next one.
Beyond the office, AI has begun to reshape daily life in ways both convenient and quietly unsettlingslightly worrying or disturbing. Recommendationa suggestion of something good algorithms decide what we watch, read, and buy; facial recognition software unlocks our phones in milliseconds; and smart home devices have made it perfectly normal to argue with a cylinder in your kitchen. Privacy concerns have intensifiedbecome stronger or more extreme as the technology becomes more embeddeddeeply fixed and built into something in everyday existence, prompting governments and regulatorsofficials who enforce rules around the world to act.
For language learners, this technological revolution carries particular significanceimportance and meaning. Many of the fastest-growing careers require strong communication skills in English — from collaborating with international teams to interpreting AI-generated reports. Understanding how these changes are unfolding is not merely academic; it is increasingly essential for navigatingfinding your way through challenges the world of work that awaits you.
Discussion
Think carefully and write your answers. There are no right or wrong responses — use your own ideas and experience.
Vocabulary Check
Choose the best answer for each question.
1. Which word means "a set of computer instructions used to solve a problem"?
2. The factory workers were ___ by robots — they lost their jobs.
3. Her ___ in the Paris office does exactly the same job as she does in London.
4. The spread of AI caused a major ___ in the publishing industry.
5. Which adjective describes a task done the same way, over and over again?
6. The doctor was able to ___ the illness quickly using new AI software.
7. The industrial revolution is used as a ___ to show that technology creates jobs.
8. AI is now deeply ___ in everyday life — it is almost impossible to avoid.
9. The government asked ___ to investigate the company's use of personal data.
10. Her ability to learn new software quickly showed great ___.
11. Privacy concerns have ___ since the new facial recognition law was introduced.
12. The ___ of the AI revolution for language learners is enormous.
13. Young workers need to ___ a job market that changes very quickly.
14. The company replaced its phone helpline with a ___ that answers questions online.
15. The streaming platform's ___ suggested ten films I had never heard of but loved.
Grammar Practice
Complete each sentence or task. Click "Show Answers" to check your work.
Prepositions
Choose the correct preposition to complete each sentence.
1. AI has moved ___ our daily lives in a very short time.
2. Data entry has been taken ___ by automated systems.
3. Economists point ___ the industrial revolution as a reassuring precedent.
4. Privacy concerns have intensified ___ the technology became more embedded.
5. This revolution carries particular significance ___ language learners.
6. Workers must learn to navigate ___ a rapidly changing job market.
Homework
Complete these tasks after class. Use a dictionary if needed.
Finish the Sentence
Complete each sentence in a logical and grammatically correct way.
Tenses
Write the verb in brackets in the correct tense.
Vocabulary in Context
Choose the correct word from the box to complete each sentence.
1. The streaming platform's ___ suggested ten films I had never heard of but loved.
2. The sudden ___ caused by AI forced many workers to retrain quickly.
3. This case will set a ___ for how courts deal with AI-related lawsuits in future.
4. Technology ___ have warned companies to be more transparent about how they use data.
5. It can be hard to ___ the complex rules and expectations of a new industry.
6. AI is now so deeply ___ in our phones that we use it without thinking about it.