automationn.B2
自动化
office automation · industrial automation
Automation has reduced the need for manual labour.
自动化减少了对手工劳动的需求。
学完能做到
- 就'机器取代人'论证，表达推测并限定结论
- 预测并限定结论
词汇 core 14 · expansion 20 · chunks 8
核心词 core
eliminatev.C1
消除，淘汰
eliminate jobs · eliminate the need for
Automation could eliminate millions of jobs.
自动化可能淘汰数百万个职位。
disruptv.C1
扰乱，颠覆
disrupt industries · disrupt the status quo
New technology will disrupt traditional employment.
新技术将颠覆传统就业模式。
redundantadj.C1
被裁员的，多余的
make redundant · redundant workers
Many workers were made redundant by machines.
许多工人被机器取代，遭到裁员。
displacev.C1
取代，使移位
displace workers · be displaced by robots
Robots are displacing factory workers.
机器人正在取代工厂工人。
upskillv.B2
提升技能
upskill the workforce · reskill and upskill
Companies need to upskill their employees.
公司需要提升员工的技能。
adaptv.B2
适应
adapt to change · adapt quickly
Workers must adapt to the new technology.
工人必须适应新技术。
routineadj.B2
常规的，例行的
routine tasks · routine work
Routine jobs are most at risk.
常规工作最容易受到威胁。
manualadj.B2
手工的，体力的
manual labour · manual work
Manual work is being automated.
体力工作正在被自动化。
cognitiveadj.C1
认知的
cognitive skills · cognitive tasks
Even cognitive tasks can now be done by AI.
如今，甚至认知类任务也能由人工智能完成。
workforcen.B2
劳动力，全体员工
the entire workforce · skilled workforce
The workforce is changing rapidly.
劳动力结构正在迅速变化。
sectorn.B2
行业，领域
the manufacturing sector · various sectors
Every sector will be affected.
每个行业都将受到影响。
artificial intelligencen.B2
人工智能
the rise of AI · AI systems
AI is transforming the workplace.
人工智能正在改变职场。
inevitableadj.C1
不可避免的
an inevitable consequence · seem inevitable
Some job losses are inevitable.
一些失业是不可避免的。
扩展词库 expansion
algorithmn.C1
算法
machine learning algorithms
autonomousadj.C1
自主的，自治的
autonomous vehicles
augmentv.C1
增强，扩充
augment human capabilities
envisionv.C1
展望，想象
envision a future
obsoleteadj.C1
过时的，被淘汰的
become obsolete
productivityn.B2+
生产率
boost productivity
upendv.C1
颠倒，推翻
upend traditional models
retrainv.B2
再培训
retrain workers
supervisev.B2
监督，管理
supervise the system
collaborationn.B2
合作
human-machine collaboration
robotn.B2
机器人
industrial robots
manufacturingn.B2
制造业
the manufacturing sector
outsourcingn.B2
外包
outsourcing jobs
optimisev.C1
优化
optimise processes
transformativeadj.C1
变革性的
a transformative effect
marginalisedadj.C1
被边缘化的
marginalised communities
convergencen.C1
融合，汇聚
the convergence of technologies
adventn.C1
到来，出现
the advent of AI
exponentialadj.C1
指数的，激增的
exponential growth
unprecedentedadj.C1
空前的
unprecedented challenges
词块 / 生存短语 chunks
a double-edged sword双刃剑
Automation is a double-edged sword.
自动化是一把双刃剑。
in the foreseeable future在可预见的未来
Many jobs will survive in the foreseeable future.
在可预见的未来，许多工作仍将存在。
take over jobs接管工作，取代工作岗位
Robots are taking over jobs.
机器人正在取代人类的工作。
the human touch人情味，人性化接触
Jobs requiring the human touch are safer.
需要人情味的工作更不容易被取代。
at risk of automation面临被自动化的风险
Administrative roles are at risk of automation.
行政岗位面临被自动化的风险。
job displacement工作替代，失业
Job displacement is a major concern.
工作替代是一个重大问题。
the pace of change变革的速度
The pace of change is accelerating.
变革的步伐正在加快。
stay ahead of the curve保持领先，保持在前沿
Workers need to stay ahead of the curve.
劳动者需要跟上潮流，保持领先。
语法 语言升级点
Future expressions of probability and limitationC1
在论证过程中用推测表达不确定性，避免绝对化，使文章更加严谨客观。
is likely to, is expected to, could conceivably, is projected to, it is probable that
雅思7分以上写作中，对未来的预测常需保留余地。比如：Routine jobs are likely to be automated. 「are likely to」 表示可能性大但不绝对。而 「could conceivably be replaced」 则表达了更谨慎的推测。恰当使用这类表达能使论证更具说服力。
例句
It is likely that many administrative roles will be automated within a decade.
许多行政岗位很可能在十年内实现自动化。
AI could conceivably outperform humans in a range of cognitive tasks.
人工智能在多项认知任务上可能超越人类。
常见错误
✗ Automation will definitely cause massive unemployment. → ✓ Automation is likely to cause significant disruption in employment.
「will definitely」 过于绝对，缺乏「hedging」，在学术写作中容易受到质疑。使用 「is likely to」 或 「may」 更合适。
↑ 提分：8.5档的作者能根据语境在多种限定表达之间自如切换，并搭配副词 (highly likely, entirely conceivable) 精确调节语气。
Mixed conditionals / hypothetical conditionsC1
表达与事实相反的假设，增强论证中的思辨层次。
If + past perfect / past simple, would + infinitive (混合时间：过去事件对现在的影响，或现在假设对过去的影响)
混合条件句将不同时间维度的假设与结果连接起来，适合用于讨论「如果过去…那么现在…」或者「如果没有…将会…」等复杂情境。例如：If robots had not been invented, many mundane tasks would still be done by humans. 前半句指向过去，后半句指向现在。雅思写作中使用一两个混合条件句能显著提升语法复杂度得分。
例句
If governments had invested more in retraining a decade ago, workers today would be better equipped for the digital economy.
如果政府在十年前就在再培训上投入更多，如今的劳动者便能更好地适应数字经济。
If automation were to eliminate all low-skilled jobs, social unrest would almost certainly follow.
如果自动化淘汰了所有低技能岗位，社会动荡几乎肯定会随之而来。
常见错误
✗ If companies will not upskill their staff, they would face problems. → ✓ If companies do not upskill their staff, they will face problems. / If companies failed to upskill their staff, they would face problems.
条件句中不能用 「will」 表示将来，应用一般现在时表示真实条件，或用过去式表示虚拟条件。
↑ 提分：8.5档能在同一段落里自然地交叉使用真实条件与虚拟条件，服务于论证而毫不生硬。
阅读 Reading general interest
Automation and Employment: Myths and Realities
Headlines frequently warn that robots are coming for our jobs. However, while there is little doubt that automation will transform employment, the idea that it will lead to mass unemployment is largely overstated.
Many tasks, particularly those that are routine and predictable, can indeed be performed more efficiently by machines. This includes not only manual labour but also a growing number of cognitive tasks, such as data entry and basic analysis. However, jobs that require creativity, social intelligence and complex problem-solving are far more resilient.
Even where technology does eliminate roles, it often creates new ones. For instance, the rise of e-commerce has reduced traditional retail employment but generated millions of delivery and logistics positions.
The most serious challenge, therefore, is not job loss but job transition. Workers will need to retrain and upskill to stay relevant. Governments and businesses must invest in education and training to avoid widening inequality.
resilient有弹性的，能迅速恢复的transition过渡，转型upskill提升技能
TFNG1.Automation will only affect manual labour.
✅ FALSE — 文中第二段提到 「This includes not only manual labour but also a growing number of cognitive tasks」，所以不止影响体力劳动。
MCQ2.According to the passage, which type of job is safest from automation?
- A data entry
- B creative roles
- C delivery driving
- D basic analysis
✅ B — 第二段说 「jobs that require creativity, social intelligence and complex problem-solving are far more resilient」。
gap_fill3.The main issue highlighted is not job loss but job ________.
✅ transition — 最后一段 「The most serious challenge … is not job loss but job transition」.
MCQ4.What does the author suggest is necessary to manage the impact of automation?
- A banning automation
- B increasing wages
- C retraining and upskilling
- D reducing working hours
✅ C — 最后一段 「Workers will need to retrain and upskill … Governments and businesses must invest in education and training。」
💡 技巧：7分以上的阅读要能分辨「事实」与「观点」，并抓住作者的态度。注意 however / even where / the most serious challenge 这类信号词，它们标示立场转折和作者真正想强调的点。
听力 Listening Section 2 · US
情景：一位公司经理向员工介绍新引入的自动化包装线系统（Section 2 单人独白）
Manager
Good morning, everyone. Today I'd like to talk about the changes we're introducing in our production line. As you know, we're installing new robotic systems to handle the packaging process. I want to reassure you that our goal isn't to replace you, but to redeploy you to more skilled tasks. The robots will take over the repetitive physical work, which will free you up for quality control and machine maintenance. This means we'll be offering training programs over the next six months. You'll all be paid during the training, and those who complete it will receive a certification. My message is: embrace the change, because it's an opportunity to upskill and future-proof your careers. Are there any questions?
gap_fill1.The new robotic systems will be used for the ________ process.
✅ packaging — 原文 「to handle the packaging process」.
MCQ2.What will happen to employees who complete the training?
- A They will be promoted.
- B They will receive a certification.
- C They will receive a bonus.
- D They will be transferred to another department.
✅ B — 原文 「those who complete it will receive a certification」.
gap_fill3.The training period will last ________ months.
✅ six — 原文 「over the next six months」.
TFNG4.The company plans to reduce staff numbers.
✅ FALSE — 原文明确说 「our goal isn't to replace you, but to redeploy you」.
MCQ5.How does the speaker feel about the changes?
- A critical
- B neutral
- C optimistic
- D angry
✅ C — 经理鼓励员工 「embrace the change … an opportunity to upskill」，态度积极乐观。
💡 技巧：Section 2 是单人独白，注意抓住关键细节如数字、计划、态度。预判时态和信号词如 「I want to reassure you」 转折处可能设题。
写作 Writing Task 2 (essay) · 目标 250 词
Some people think that automation will create a better world of work, with more leisure and higher incomes, while others believe it will cause widespread unemployment and social unrest. Discuss both views and give your own opinion.
The debate over automation’s impact on employment is far from settled. On one side, optimists envision a future where machines take over drudgery, allowing humans to pursue more creative and fulfilling activities. On the other, pessimists warn of mass job losses and rising inequality. In my opinion, the truth lies somewhere in between, and the outcome will depend largely on how we manage the transition.
Those who highlight the benefits point out that automation could boost productivity significantly, leading to cheaper goods and higher living standards. Historically, technological advances have not reduced overall employment; instead, they have shifted workers into new roles. The rise of digital technology, for instance, created entirely new industries. With proper redistribution of gains, a shorter working week and increased leisure are genuinely possible.
However, the scepticism is not without substance. Unlike past innovations, AI and robots can replace not only manual but also many cognitive tasks. This could render even skilled professionals redundant, and the benefits might concentrate in the hands of a few, exacerbating inequality. Whole communities dependent on a single industry could be devastated.
In my view, while technology itself is neutral, its effects are shaped by policy. Governments need to invest heavily in retraining and social safety nets. A future with less work can be a positive one if the economic gains are shared equitably; otherwise, social unrest is a real risk. Automation is not our fate but our challenge.
逐句标注
语法“The debate over automation’s impact on employment is far from settled.”使用名词化(impact, employment)和系表结构，表达客观。
词汇“With proper redistribution of gains, a shorter working week and increased leisure are genuinely possible.”词汇搭配精确，genuinely possible 修饰恰当。
语法“However, the scepticism is not without substance.”双重否定表达让步，高端。
衔接“A future with less work can be a positive one if the economic gains are shared equitably; otherwise, social unrest is a real risk.”使用分号连接两个对比情况，衔接自然。
任务“Automation is not our fate but our challenge.”结尾立场明确有力，平衡两者。
🎯 本档语言特征：立场平衡有深度；名词化、双重否定、条件句运用自如；词汇精准（drudgery, render redundant, exacerbate, equitably）；衔接紧密。整体≈band8。
↑ 再上一档：可进一步增加句式变化，如倒装；个别措辞可更精炼。但已属高分。
口语 Speaking
Part 1
Q: Do you think your job could be done by a robot?
To be honest, I'm not entirely sure. As a teacher, the emotional connection with students is irreplaceable, though some administrative tasks could definitely be automated. I think the human element is still key.
💡 用 hedging（I'm not entirely sure, could definitely）和具体例子，显得自然。
Q: What kind of technology do you use at work?
Quite a lot, actually. I rely on presentation software and online platforms daily. It's hard to imagine going back to the days without them.
💡 自然口语，用了强调句型 'It's hard to imagine'。
Part 2 · 提示卡
Describe a piece of technology that has changed the way people work. You should say: what it is; how it is used; what effects it has had; and explain whether you think it is a positive or negative development.
One technology that's truly transformed the workplace is artificial intelligence, particularly in the form of chatbots and automated customer service. These systems can handle a massive volume of inquiries simultaneously, which would be impossible for human staff. The effect has been twofold: on one hand, companies have saved costs and customers get instant responses; on the other, many call centre workers have lost their jobs. In my view, it's a double-edged sword. It boosts efficiency, but it also creates real hardship for those displaced. The key is to ensure that people are retrained for more complex roles. So overall, I'd say it's a tool — how we use it determines whether it's positive or negative.
💡 自然口语，包含 hedging 和双刃剑表达，逻辑清晰。
Part 3
Q: What types of jobs are most likely to be automated in the future?
Routine and repetitive jobs are the obvious candidates. Anything that involves following a predictable pattern, whether in manufacturing or administration, could be done by machines. But surprisingly, even some professional roles like basic accounting or legal research are at risk due to AI's ability to process information. Having said that, jobs that require creativity, empathy and personal interaction are likely to remain. So I think it's less about entire professions and more about specific tasks.
💡 用 hedging 和对比，分析深入，体现7.5+水平。
Q: How can society ensure that the benefits of automation are shared fairly?
That's a challenging question. I think a multi-pronged approach is needed. For a start, governments must invest in retraining and lifelong learning so workers can transition. Tax policies could be adjusted to ensure that companies benefiting from automation contribute to a social fund. Some people even propose a universal basic income, though that's controversial. Ultimately, it's about political will and social consensus.
💡 使用强调（what is needed）和具体措施，论证有层次。
高频短语
It's a double-edged sword. — 这是一把双刃剑（用于分析利弊）
The human element is still key. — 人的因素依然关键
a multi-pronged approach — 多管齐下的方法（用于提出解决方案）
应试策略
7.5档比拼的是「精准与自然」：写作立场要有思辨（互补/让步/条件），语言靠名词化、强调句、hedging 提升而非堆难词；口语要有机制层面的分析和地道表达，敢于用 hedging 让语气自然。
本档提分建议
从7.5到8.5：①几乎零语法错误；②句式节奏更有变化（长短句交替）；③词汇选择追求「唯一最贴切」而非「更难」；④论证再深一层，能自然地反驳并限定自己的观点。