Technology Ethics
Listen to Course
0:00
0:00
EN: Negative Inversion: When a sentence begins with a negative or restrictive adverb like 'Rarely', 'Seldom', or 'Never', the auxiliary verb is placed before the subject to create emphasis and a formal tone.
Seldom have we witnessed such a profound transformation in the global economy.
EN: The Present Perfect Tense in Inversion: In this structure, 'has' functions as the auxiliary verb for the present perfect tense (has provoked), indicating an action that has occurred up to the present moment.
Never has she felt so empowered to make a difference.
EN: Comparative structure 'such... as...': This construction is used to introduce a specific example (artificial intelligence) that exemplifies the degree or type of the noun phrase (widespread ethical debate).
Few cities offer such a vibrant cultural scene as Berlin.
EN: The use of negative inversion is characteristic of high-level academic and journalistic writing in English. It signals that the writer is making a strong, authoritative claim. In modern discourse, AI is frequently compared to historical milestones like the Industrial Revolution, hence the focus on 'technological advancement'.
EN: The use of 'unprecedented' as a pre-modifier emphasizes that the capacity has never been seen or known before, a common feature in formal academic or journalistic registers to highlight the gravity of a situation.
The company faced an unprecedented level of public scrutiny following the data breach.
EN: The structure 'capacity of [Subject] to [Verb]' is used to describe the inherent ability of a system or entity to perform specific actions. Here, 'to collect, analyze, and exploit' functions as an adjectival infinitive phrase modifying 'capacity'.
The capacity of the human brain to process complex information is still not fully understood.
EN: The verb 'raises' is a transitive verb used here to introduce a topic, question, or issue that requires attention. It is distinct from 'rises' (intransitive) and is frequently paired with 'questions', 'concerns', or 'doubts'.
The new policy raises several important questions regarding employee safety.
EN: The sentence reflects the ongoing global debate regarding 'Data Sovereignty' and 'Digital Rights', particularly prominent in Western legal contexts like the EU's GDPR. The word 'exploit' in this context often carries a negative connotation, suggesting use for selfish or unethical purposes, reflecting public skepticism toward Big Tech.
EN: The phrasal verb 'grapple with' is used to describe the act of struggling to deal with or understand a difficult problem or situation. It implies a sense of effort and complexity.
The committee is grappling with the ethical implications of gene editing.
EN: The use of 'how to + infinitive' functions as a noun phrase acting as the object of the preposition 'with'. This structure is common for expressing a method or solution to a problem.
We need to decide how to allocate the remaining budget.
EN: The present continuous tense ('are now grappling') is used here to emphasize an ongoing, current struggle or process that is taking place at this moment in history.
Scientists are currently researching how to mitigate climate change.
EN: The phrase 'civil society organizations' (CSOs) refers to non-governmental, non-profit organizations that represent the interests and values of their members or others, based on ethical, cultural, political, scientific, religious, or philanthropic considerations. In Western political discourse, they are seen as a crucial third pillar alongside the state and the market.
EN: Negative Inversion: When a negative or restrictive adverb like 'seldom', 'rarely', or 'never' starts a sentence for emphasis, the subject and auxiliary verb are inverted (Auxiliary + Subject + Main Verb).
Rarely does such an opportunity present itself in one's career.
EN: The adverb 'so' used with an adjective or adverb followed by a relative clause to indicate degree and its profound impact.
He spoke so eloquently that the entire audience was moved to tears.
EN: The Oxford Comma: In a list of three or more items, the final comma (before 'and') is used here to ensure clarity and separate distinct complex concepts.
The study explores the relationship between economics, sociology, and politics.
EN: The sentence reflects a high-level academic and journalistic register common in Western discourse regarding ethics and technology. The intersection of 'human rights' and 'technology' is a cornerstone of modern democratic legal debates, particularly in the European Union (GDPR context).
EN: This sentence uses 'Full Inversion' where a prepositional phrase of place or position is moved to the front for emphasis, followed by the verb and then the subject. This is common in formal writing to create a sense of focus or dramatic effect.
Behind the success of the project stood a dedicated team of researchers.
EN: The verb 'lie' is used here in an intransitive sense meaning 'to exist or be found in a particular place or situation.' It is often used to describe the location of abstract concepts like problems, solutions, or responsibilities.
The solution to the energy crisis lies in renewable technology.
EN: The phrase 'at the heart of' is a common metaphorical expression in academic and journalistic English used to identify the most essential or fundamental part of a complex problem.
EN: The determiner 'Every' is used with a singular countable noun ('interaction') to refer to all members of a group individually. Even though it implies a plural meaning, the following verb must be in the third-person singular form ('generates').
Every student in the class has a unique perspective on the issue.
EN: The noun 'trail' is used metaphorically here to describe a series of signs or information left behind by someone's activities, similar to physical tracks left on the ground.
The investigation followed a trail of suspicious financial transactions.
EN: In the context of modern data privacy discussions, the phrase 'digital trail' or 'data trail' refers to the concept of a 'digital footprint.' This highlights the permanence of online actions, a key concern in Western legal frameworks like the GDPR.
EN: This sentence uses an inverted conditional structure for a hypothetical situation in the present or future. By placing 'Were' at the beginning and omitting 'If', the tone becomes more formal and literary. It is equivalent to 'If individuals were fully aware...'.
Were the manager to resign, the project would likely collapse.
EN: The phrase 'how their data is harvested' is a noun clause acting as the object of the preposition 'of'. It uses the passive voice ('is harvested') to emphasize the action being performed on the data rather than the entity performing it.
I am concerned about how my personal information is stored.
EN: The use of the word 'harvested' in the context of data is a common metaphor in tech ethics. It implies that data is a raw resource being gathered in large quantities, often without the explicit, granular consent of the individuals involved, much like crops from a field.
EN: The verb 'infer' is used to describe the process of reaching a conclusion based on evidence and reasoning rather than explicit statements. It is often confused with 'imply', which means to suggest something without saying it directly.
From the data collected, researchers can infer a strong correlation between sleep and productivity.
EN: The Oxford Comma (the comma before 'and') is used here to clearly separate items in a list of three or more, ensuring that 'political beliefs' and 'financial status' are distinct categories.
The report covers environmental impact, social responsibility, and corporate governance.
EN: The adjective 'sophisticated' in a technical context refers to systems or methods that are highly developed, complex, and advanced.
The security system uses sophisticated facial recognition technology.
EN: In Western legal and ethical discourse, 'financial status' and 'political beliefs' are considered highly sensitive data points, often protected by strict privacy laws like the GDPR. The sentence reflects a common concern in modern digital ethics regarding the loss of anonymity.
EN: The verb 'prompt' is used in the structure 'prompt someone to do something', meaning to cause or encourage someone to take a specific action. It implies a direct cause-and-effect relationship between an event and a subsequent response.
The sudden drop in stock prices prompted investors to sell their shares immediately.
EN: The present perfect tense ('has prompted') is used here to describe an action that started in the past and has direct relevance or results in the present situation.
Recent security breaches have prompted the company to upgrade its firewall.
EN: The compound adjective 'surveillance-like' uses a noun followed by '-like' to create a modifier meaning 'resembling' or 'having the characteristics of'. This is a productive way to form nuanced adjectives in formal English.
The CEO maintains a god-like status within the organization.
EN: The term 'advocates' in a Western technology context often refers to civil liberties groups, privacy watchdogs, or non-governmental organizations (NGOs) that act as a check on corporate and governmental power. The debate over 'ethics standards' is particularly prominent in the EU and US, where the balance between innovation and human rights is a major legislative focus.
EN: The present perfect tense ('has emerged') is used here to describe an action or state that began in the past and has significant relevance or has reached a specific status in the present.
The small startup has emerged as a global leader in renewable energy.
EN: The metaphor 'cornerstone' is used to denote something that is fundamental, essential, or the most important part of a system or idea.
Trust is the cornerstone of any successful relationship.
EN: The prepositional phrase 'of contemporary ethical discourse' acts as a post-modifier for the noun 'cornerstone', specifying the domain or context.
The study of genetics is a vital part of modern biological science.
EN: The term 'discourse' in academic English refers to formal discussion or debate on a topic. In the context of technology and ethics, it highlights that digital rights are not just legal terms but part of a broader philosophical and societal conversation.
EN: The sentence uses the Subjunctive Mood (Mandative Subjunctive) triggered by the adjective 'imperative'. In this structure, the 'that' clause uses the base form of the verb (be), regardless of the subject's person or number. The word 'should' is often omitted in American English but can be present in British English.
It is essential that every employee be informed of the new safety protocols.
EN: The phrase 'be granted access to' is a formal passive construction. 'Grant' is a ditransitive verb (grant someone something); in the passive voice, the recipient becomes the subject, emphasizing the right or privilege being bestowed.
Only authorized personnel will be granted access to the laboratory.
EN: The phrase 'how their data is used' is a noun clause acting as the object of the preposition 'about'. It follows statement word order (Subject + Verb) rather than question word order, which is a common requirement for embedded questions.
The report explains how the budget was allocated last year.
EN: The sentence reflects the growing global emphasis on 'Digital Rights' and 'Data Sovereignty,' particularly influenced by the EU's GDPR. The use of 'imperative' and 'transparent' aligns with the high-register discourse found in policy-making and human rights advocacy.
EN: Negative Inversion: When a sentence begins with a negative or restrictive adverbial phrase like 'Not only', the auxiliary verb (should) is placed before the subject (individuals) to create emphasis.
Not only did she complete the project on time, but she also exceeded the budget expectations.
EN: Correlative Conjunctions: 'Not only... but (also)...' is used to connect two parallel clauses or phrases. In formal writing, the 'also' can be omitted or moved within the second clause.
The software is not only efficient but also user-friendly.
EN: Parallel Structure with Modal Verbs: The sentence maintains consistency by using the modal verb 'should' in both parts of the conjunction to express obligation or necessity.
Students should listen to the lecture, and they should take notes simultaneously.
EN: This sentence reflects the growing legal and ethical emphasis on 'Data Sovereignty' and 'Right to be Forgotten' in Western digital policy, particularly influenced by the EU's GDPR.
EN: The use of 'represents' as a linking verb to define the significance or nature of a subject, often used in formal academic or legal registers to equate a specific entity with a broader concept.
This discovery represents a major breakthrough in cancer research.
EN: The infinitive phrase 'to codify...' functions as an adjectival modifier for the noun 'attempt', specifying the purpose or goal of the attempt.
The government's decision to reform the tax system was met with resistance.
EN: The phrase 'into enforceable law' uses the preposition 'into' to indicate a transformation or transition from abstract principles to a concrete legal framework.
The committee translated the recommendations into a formal policy.
EN: The General Data Protection Regulation (GDPR) is a significant legal framework in the EU that has set a global standard for digital privacy, influencing legislation in many other countries.
EN: The use of 'alone' as a postpositive adjective emphasizes that a single factor, in isolation, is insufficient to achieve a result.
Hard work alone is not enough to guarantee success in this competitive field.
EN: The phrasal verb 'keep pace with' describes the ability to move, develop, or progress at the same speed as something else that is changing rapidly.
Traditional businesses must adapt to keep pace with digital transformation.
EN: The noun clause 'that regulation alone cannot...' functions as the direct object of the reporting verb 'argue', a common structure in academic and formal writing to present a claim.
Experts argue that climate change requires immediate global cooperation.
EN: In Western legal and ethical discourse, the phrase 'keep pace with' highlights a common tension between slow-moving legislative processes and the exponential growth of technology, often referred to as 'The Pacing Problem'.
EN: The verb 'constitute' is used in formal registers to mean 'to be considered as' or 'to form/make up'. It is more academic than 'is' or 'makes up', emphasizing that the subject is the essence or a component of the complement.
The failure to provide adequate safety equipment constitutes a breach of contract.
EN: The relative clause 'that demands immediate attention...' uses the relative pronoun 'that' to provide essential information about the noun phrase 'another pressing ethical concern'. This is a defining relative clause.
The company implemented a policy that rewards sustainable practices.
EN: The adverb 'alike' is used after mentioning two groups (A and B alike) to emphasize that the statement applies equally to both. It functions as a post-positive modifier.
The new law will affect employers and employees alike.
EN: The term 'policymakers' in an English-speaking context refers not just to politicians, but also to regulatory bodies and advisors who shape the legal framework for emerging technologies like AI.
EN: This sentence uses an inverted conditional structure where 'Should' replaces 'If' at the beginning of the clause. This is a formal way to express a hypothetical situation (First Conditional variation), suggesting a lower probability or a more formal tone.
Should you require further assistance, please do not hesitate to contact our support team.
EN: The past participle 'embedded' functions as an adjective modifying 'patterns'. It is part of a reduced relative clause (patterns [that are] embedded in...).
The values embedded in our culture influence how we perceive the world.
EN: The modal verb 'could' expresses a strong possibility or potential consequence in the future, often used in conditional sentences to indicate what might happen if the condition is met.
If the dam were to fail, the impact could be catastrophic for the valley.
EN: The term 'marginalized communities' is a key concept in social justice and ethics, referring to groups excluded from mainstream social, economic, or political life. In the context of AI, this often relates to how data bias can disproportionately harm minorities or low-income groups.
EN: The present perfect tense ('has demonstrated') is used here to describe a state or finding that began in the past and remains relevant or true in the present context of the discussion.
Recent studies have demonstrated a clear link between sleep deprivation and cognitive decline.
EN: The parenthetical insertion 'for instance' is used as a transition to provide a specific example that supports a previous general claim. It is set off by commas to maintain the flow of the main clause.
The city offers many cultural attractions; the national museum, for instance, is world-renowned.
EN: The phrase 'people of color' is the standard, respectful term in contemporary English-speaking societies (especially the US) to refer to individuals who are not considered white. It is preferred over older, now offensive terms.
EN: The sentence uses the 'It is... that...' cleft sentence structure to provide emphasis. By placing 'precisely this kind of systemic inequity' between 'It is' and 'that', the speaker highlights the specific cause of the problem, distinguishing it from other potential factors.
It is his lack of transparency that concerns the investors most.
EN: The adverb 'precisely' is used here as an intensifier to add focus and accuracy to the subject being emphasized. In formal academic or argumentative registers, it serves to eliminate ambiguity.
This is precisely the outcome we were trying to avoid.
EN: The term 'systemic inequity' is common in Western sociopolitical discourse, referring to biases embedded in the very structure of institutions or algorithms, rather than individual prejudice. In the context of AI, it highlights how data can perpetuate historical injustices.
EN: The correlative conjunction 'not merely... but (also)...' is a sophisticated alternative to 'not only... but also...'. It emphasizes that while the first element is true, the second element is even more critical or comprehensive.
Success in academia requires not merely intelligence but a relentless work ethic.
EN: Gerund as Subject: The word 'Addressing' acts as a noun phrase serving as the subject of the sentence. Using a gerund allows the speaker to discuss an action or process as a conceptual entity.
Implementing new policies can be a complex process for large organizations.
EN: Noun Clause with 'how': The phrase 'how datasets are curated' functions as a noun clause following the preposition 'of'. It describes the method or process of the action.
The committee is investigating how the funds were allocated.
EN: In the context of AI ethics, 'curated' refers to the deliberate selection and organization of data. This reflects a shift in the tech industry from seeing data as 'neutral' to recognizing it as a product of human choices and potential biases.
EN: The adverb 'Ultimately' is used as a sentence adverb to introduce a final point or the most important fact after considering all aspects. It signals a concluding synthesis in formal writing.
Ultimately, the success of the project depends on the commitment of every team member.
EN: The preposition 'among' is used when referring to collective relationships involving more than two parties or a group. It emphasizes the distribution or interaction within a collective entity.
There is a growing consensus among international leaders regarding climate change.
EN: The use of the future tense 'will require' expresses a logical necessity or an inevitable requirement based on current trends, rather than just a simple prediction of time.
Achieving carbon neutrality will require a complete overhaul of our energy infrastructure.
EN: The term 'stakeholder' (implied by the list of groups) is a key concept in Western corporate and political governance, emphasizing that decisions should involve all parties affected by the outcome, not just the experts.
EN: The use of 'No single [noun]' at the beginning of a sentence functions as a strong negative subject, emphasizing that not even one individual or entity can perform the action. It is more emphatic than 'Not one' or 'None of the'.
No single factor can explain the complexity of the global economic crisis.
EN: The structure 'rather than' is used to express a preference or to contrast two ideas, often following a gerund or a base verb to show that one action is happening instead of another.
The company chose to invest in renewable energy rather than relying on fossil fuels.
EN: The verb 'ensure' is followed by a 'that-clause' which functions as the direct object, specifying the condition or outcome that must be guaranteed.
We must ensure that all children have access to quality education.
EN: The term 'stakeholder' is a key concept in modern corporate governance and ethics. It refers not just to shareholders (owners), but to anyone affected by a project or organization, including employees, customers, and the community. This reflects a shift toward 'Stakeholder Capitalism'.
EN: This sentence uses an inverted conditional structure (Third Conditional) to express a hypothetical situation in the past. When 'if' is omitted in formal writing, the auxiliary verb 'had' is moved to the beginning of the clause.
Had I known about the meeting, I would have attended.
EN: The modal perfect 'might have + past participle' is used to express a past possibility that did not actually happen, indicating a degree of uncertainty about the hypothetical outcome.
If we had left earlier, we might have avoided the traffic jam.
EN: The use of 'robust' and 'safeguards' is very common in policy-making and legal contexts, particularly in the EU and North American tech regulation discourse. It reflects a formal register used by experts and legislators.
EN: The conjunctive adverb 'Nevertheless' is used to introduce a statement that contrasts with or provides a concession to the previous point. It is more formal than 'however' or 'but' and is typically used at the beginning of a sentence to signal a shift in perspective.
The research was underfunded; nevertheless, the team achieved groundbreaking results.
EN: The phrase 'to forge a path' is a metaphorical idiom meaning to create a new way of doing something or to lead the way in a particular direction, often implying that the process requires effort and determination.
The young entrepreneur is trying to forge a path in the competitive tech industry.
EN: The structure 'It is + adjective + to-infinitive' uses 'it' as a dummy subject (anticipatory it). The real subject of the sentence is the infinitive phrase 'to forge a path...'. This structure is common in formal writing to emphasize the quality or state described by the adjective.
It is essential to maintain a balance between work and personal life.
EN: The term 'responsible innovation' (or Responsible Research and Innovation, RRI) is a significant concept in modern Western policy and ethics. It reflects a shift from focusing solely on economic growth to considering the societal and ethical impacts of new technologies like AI from the very beginning of the development process.
EN: Negative/Restrictive Inversion: When a sentence begins with 'Only' followed by a prepositional phrase or adverbial clause, the auxiliary verb (can, do, will, etc.) must precede the subject (society). This structure is used for emphasis and is common in formal writing.
Only after months of negotiation did the two parties reach an agreement.
EN: The conjunction 'while' followed by a present participle (-ing) creates a reduced adverbial clause, indicating simultaneous actions. It functions as 'at the same time as'.
The company aims to increase profits while maintaining high environmental standards.
EN: The verb 'harness' is a high-level collocate for 'benefits', 'power', or 'energy', meaning to control and make use of a natural force or a specific resource.
We must learn how to harness renewable energy more efficiently.
EN: The sentence reflects the ongoing global debate between technological innovation and the 'precautionary principle' often favored in European policy (like the GDPR). The emphasis on 'comprehensive regulation' suggests a shift away from the 'move fast and break things' ethos of early Silicon Valley toward a more structured, ethical framework.
Key vocabulary words with IPA pronunciation, definitions, example sentences, and interactive quizzes.
Phrases with type tags, bilingual definitions, usage notes, and example sentences.
To move or develop at the same speed as someone or something else.
The most central or important part of something.
Groups of people who are pushed to the edge of society and treated as insignificant.
To carry a heavy responsibility or deal with a difficult situation.
To create a new way of doing something, often through effort.
The automated collection of large amounts of information from various digital sources.
The process of selecting, organizing, and maintaining data to ensure it is high-quality and useful for a specific purpose.
Systems or rules that are strong, resilient, and capable of handling errors or attacks without failing.
Systematic and repeatable errors in a computer system that create unfair outcomes, such as privileging one group over another.
Any person, group, or organization that has an interest or concern in a particular project, policy, or industry.