Question

All of the following can reasonably be inferred from the passage EXCEPT:

• A. The appeal of an AI judge rests on immunity to bribery, partiality, and fatigue; yet the text questions whether procedural cleanliness amounts to moral understanding without lived context and interpretive depth.
• B. By analogy with physics, compact postulates can yield broad predictions across incompatible theories and ethics can likewise share structure while continuing to diverge rather than close on a single comprehensive framework.
• C. Encoding ethics into fixed structures risks stripping away intuition, history, and context and, if that occurs, the depth that enables reflective judgment disappears. So, machines would mirror our limits rather than exceed them.
• D. With fixed moral starting points and expanding computational resources, the argument forecasts convergence on one ethical system and treats contextual judgment as unnecessary once formal reasoning scales across domains and cultures.
• A. The passage highlights administrative gains from automation. It treats reproducing human moral judgment as progress and argues that, as computational resources increase, AI can be responsible for decision-making across varied institutional settings.
• B. The passage weighs the appeal of an impersonal AI judge against doubts about moral grasp. It warns that codification can erode case-sensitive judgment, allow axiom-led reasoning at scale, and use a physics analogy to model structured plurality.
• C. The passage weighs the appeal of an impersonal AI judge against doubts about moral grasp. It claims codified schemes retain case nuance at scale and uses a physics analogy to predict convergence on a unified framework.
• D. The passage rejects formal methods in principle. It holds that moral judgment cannot be expressed in disciplined terms and concludes that AI should not serve in courts, medicine, or diplomacy under any conditions.
• A. Real cases never straddle different areas, so a case always fits exactly one framework without any overlap whatsoever.
• B. Once formalised, all ethical frameworks yield the same recommendation in every case, so selection among them is unnecessary.
• C. A single master framework replaces all others after translation into one code, so domain boundaries disappear in application.
• D. There is a principled way to decide which ethical framework applies to which class of cases, so the system can select the relevant starting points before deriving a recommendation.
• A. The committee adopted a non-egoist framework, ranking policies by their contribution to overall social welfare and treating self-interest as a derivative concern within institutional evaluation.
• B. The council followed a priorititarian approach, assigning greater moral weight to improvements for the worst-off rather than to maximising total welfare across the affected population.
• C. The authors advocated an absolutist stance, following exceptionless rules regardless of outcomes and evaluating choices by broadest societal benefit.
• D. The policy was cast as deontological ethics, selecting the option that delivered the highest total benefit to citizens while presenting duty as a secondary consideration in public decision-making.

Answer 1

The Correct Option is D

Approach: In an inference-EXCEPT question, three options are quietly supported by the text and one contradicts it. Test each against the author’s actual claims, especially the sceptical stance and the physics analogy.

Step 1 — Option 1 (supported): The opening sells AI as free of “emotion, prejudice or inconsistency” (so immune to bribery, partiality, fatigue), and paragraph 2 then questions whether such procedural cleanliness equals real moral understanding “without lived context and interpretive depth.” This is a faithful inference. Keep.

Step 2 — Option 2 (supported): The physics analogy says many theories rest on “compact postulates” that “derive increasingly complex consequences,” are mutually “incompatible,” yet “share a common structure” — and ethics is said to mirror this, with theories that “diverge.” “Share structure while continuing to diverge rather than close on a single framework” restates this exactly. Keep.

Step 3 — Option 3 (supported): Paragraph 2 says encoding ethics “risks flattening its most essential features,” that depth “makes ethical reflection possible,” and that AI would then “reflect human shortcomings” — mirror our limits, not exceed them. Direct paraphrase. Keep.

Step 4 — Option 4 (NOT supported — the answer): It claims the argument “forecasts convergence on one ethical system” and treats “contextual judgment as unnecessary once formal reasoning scales.” Both halves contradict the passage. The physics analogy stresses incompatible, diverging theories with no single theory of everything — the opposite of convergence. And the author insists context and lived experience are essential, never dispensable. This is the EXCEPT.

Why Option 4 is the trap: It takes two real passage elements — “fixed moral starting points” and “expanding computational resources” — and bolts on two conclusions the author explicitly resists (one universal system; context made redundant). That over-reach is what makes it the un-inferable statement.

Final answer: Option 4.

Answer 2

To determine the option that cannot be reasonably inferred from the passage, we need to analyze each provided option against the content and implications of the passage.

1. The first option states, "The appeal of an AI judge rests on immunity to bribery, partiality, and fatigue; yet the text questions whether procedural cleanliness amounts to moral understanding without lived context and interpretive depth." The passage discusses AI making ethical decisions without human limitations but questions its ability to truly understand morality as humans do, emphasizing the importance of context and depth. This aligns with the option, making it a reasonable inference.

2. The second option mentions, "By analogy with physics, compact postulates can yield broad predictions across incompatible theories and ethics can likewise share structure while continuing to diverge rather than close on a single comprehensive framework." The passage compares ethical theories with physical theories, highlighting that despite having common structures, both can diverge into different theories. Thus, this statement aligns with the text.

3. The third option states, "Encoding ethics into fixed structures risks stripping away intuition, history, and context and, if that occurs, the depth that enables reflective judgment disappears. So, machines would mirror our limits rather than exceed them." The passage explicitly mentions the risk of encoding ethics into fixed structures, which could strip away essential qualities. Therefore, this inference is consistent with the passage.

4. The incorrect option claims, "With fixed moral starting points and expanding computational resources, the argument forecasts convergence on one ethical system and treats contextual judgment as unnecessary once formal reasoning scales across domains and cultures." This statement suggests that AI could lead to a convergence on one ethical system, downplaying the role of context, which contradicts the passage's argument about the importance of context and the risk of AI merely mirroring human limitations. Hence, it is the correct answer for the "EXCEPT" question.

In conclusion, the correct answer is the fourth option because it incorrectly infers that AI's formal reasoning would lead to a single ethical framework and remove the need for contextual judgment, which goes against the passage's emphasis on the nuances and context needed for true ethical understanding.

Answer 3

Approach: A summary must capture the passage's full arc and tone. This passage is two-sided — it acknowledges the attractiveness of an impersonal AI judge but then voices serious doubts about whether a machine can grasp morality. The right summary must keep both halves and not over-claim in either direction.

Step 1 — Fix the central tension. The author neither cheerleads for AI nor rejects it outright. The argument balances appeal (an unbiased, tireless arbiter) against scepticism (codifying ethics may strip out the case-by-case sensitivity real moral judgment needs).

Step 2 — Track the warning. The passage cautions that turning morality into fixed rules lets the system reason from a handful of axioms applied mechanically at scale, which can erode situation-specific judgment.

Step 3 — The physics analogy. Ethics is likened to physics, where different theories govern different regions of a domain — a model of structured plurality, not a single unified law. This is descriptive, not a prediction that everything collapses into one framework.

Step 4 — Match the option. Option 2 keeps the appeal-versus-doubt balance, names the erosion of case-sensitive judgment and axiom-led reasoning at scale, and reads the physics analogy correctly as structured plurality.

Why the others fail: Option 1 is too positive — it treats AI moral judgment as plain progress and endorses scaling it up, ignoring all the doubts. Option 3 starts correctly but distorts two facts: it claims codified schemes retain nuance (the passage says they lose it) and that the physics analogy predicts convergence on a unified framework (it models plurality, not convergence). Option 4 is too extreme — the passage never rejects formal methods "in principle" nor bans AI from courts/medicine/diplomacy "under any conditions."

Answer: Option 2.

Answer 4

The question asks us to summarize the passage provided. The passage discusses the role of AI in making ethical decisions and the possible implications of formalizing ethics into structured AI systems. Let's examine the choices to find the one that best encapsulates the passage's main theme.

1. The passage begins by envisioning a world where AI handles moral responsibilities. It highlights the capabilities and limitations of AI in ethical decision-making.
   • Key point: AI replicates human decisions but may carry human shortcomings.
2. It questions whether machines can understand morality as humans do, suggesting AI might not surpass human limitations.
   • Key point: Moral judgments are complex and deeply embedded in lived experience, which are challenging to formalize.
3. Formalizing ethics is compared to physics' approach, where systems have foundational assumptions but yield different results.
   • Key point: Ethics, like physics, begins with foundational principles to tackle complex issues.

Analyzing each option:

• Option A: Talks about administrative gains and argues AI as responsible decision-makers in varied settings.
  • This is inaccurate as the passage is more concerned with moral judgments rather than administrative gains.
• Option B: Weighs AI as a judge against doubts of moral grasp, warns codification erodes judgment, allows axiom reasoning, uses a physics analogy.
  • This accurately reflects the passage's content about AI capability issues and formalization risks.
• Option C: Similar to Option B, but posits codified systems retain case nuances.
  • This option incorrectly suggests formalized systems maintain nuances, unlike the passage.
• Option D: Rejects formal methods, argues AI should not serve in critical roles.
  • While the passage is critical, it does not outright reject AI's use in courts or diplomacy.

Conclusion: Based on the above analysis, Option B is the correct choice as it best summarizes the passage by describing AI's appeal against its moral limitations and the risks of codifying ethics.

Answer 5

Approach: This is an assumption question riding on the physics analogy. For "different theories apply to different aspects, and AI reasons from fixed starting points" to actually guide practice, the system must first know which theory to pick for a given case. Find the option that supplies exactly that missing bridge.

Step 1 — Unpack the analogy. In physics, you choose the right framework for the regime you are in (say, one model for the very small, another for the very large). The analogy works for ethics only if there is some principled basis for matching a case to the framework that governs it.

Step 2 — Locate the gap. AI "reasoning from fixed starting points" presupposes it has already selected the correct starting points. That selection step is the unstated assumption the comparison depends on.

Step 3 — Test the candidate. Option 4 states there is a principled way to decide which framework fits which class of cases, so the system can pick the right starting points before deriving a recommendation. That is precisely the bridge — it makes the analogy operational.

Why the others fail: Option 1 is too strong ("never straddle," "without any overlap whatsoever") — the analogy doesn't need cases to be cleanly non-overlapping, only that a principled choice be possible. Option 2 collapses the plurality the passage relies on — if all frameworks gave the same answer, choosing among them would be pointless, contradicting the whole "different theories for different aspects" picture. Option 3 invents a single master framework that erases domain boundaries, which is the opposite of the structured-plurality analogy.

Answer: Option 4.

Answer 6

To determine the correct assumption that must hold for the given passage comparing ethics to physics, let us analyze the context and reasoning provided in the text.

The passage outlines the idea that AI can formalize ethical frameworks and reason from fixed starting points, much like physics theories describe different aspects of the universe. This leads us to explore the assumptions given in this context:

1. Real cases never straddle different areas, so a case always fits exactly one framework without any overlap whatsoever: This assumption suggests that ethical scenarios do not span across multiple contexts, which is unrealistic as ethical situations often involve multifaceted issues.
2. Once formalized, all ethical frameworks yield the same recommendation in every case, so selection among them is unnecessary: Ethical frameworks do not always yield the same results; they often provide different perspectives and conclusions depending on the foundational principles.
3. A single master framework replaces all others after translation into one code, so domain boundaries disappear in application: This assumption ignores the diversity and richness of ethical theories and oversimplifies ethical reasoning.
4. There is a principled way to decide which ethical framework applies to which class of cases, so the system can select the relevant starting points before deriving a recommendation: This assumption aligns with the text by acknowledging that different frameworks apply to different situations and that selecting the appropriate starting principles is crucial for AI to function properly in ethical reasoning, similar to how physics employs various theories for different phenomena.

Given this analysis, the correct assumption is: There is a principled way to decide which ethical framework applies to which class of cases, so the system can select the relevant starting points before deriving a recommendation. This assumption enables the comparison to be practical, as it allows AI to use the most suitable ethical framework based on the nature of each case, akin to how different physical theories are applied in physics.

Answer 7

Approach: First nail what utilitarianism actually is — maximise total welfare/happiness across everyone, judged purely by outcomes. The "opposite" is whichever option most directly contradicts that core. Watch out: the labels in the options are deliberately mismatched with their descriptions, so judge by the description, not the name.

Step 1 — Define the target. Utilitarianism = aggregate the good and maximise the sum; the distribution does not matter, only the total.

Step 2 — Read each option by its description, ignoring the label.

Step 3 — Option 2 ("prioritarian"). It assigns greater moral weight to the worst-off rather than maximising total welfare. This strikes at the heart of utilitarianism: it says the distribution matters and that a unit of benefit to the badly-off counts for more. That is the cleanest opposite.

Why the others fail: Option 1 ("non-egoist," ranks by overall social welfare) is essentially utilitarian in substance — same direction, not the opposite. Option 3 labels itself "absolutist" yet its description ends "evaluating choices by broadest societal benefit" — an internal contradiction that drags it back towards utilitarian outcome-thinking, so it isn't a clean opposite. Option 4 labels itself "deontological" but its description says it picks "the highest total benefit to citizens," again sliding back into outcome-maximising — the mismatched label makes it a trap, not the opposite. Only Option 2's description coherently opposes "maximise the total."

Answer: Option 2.

Answer 8

The question asks us to find the option that is the opposite of "utilitarianism". To answer this, we need to understand what utilitarianism is:

Utilitarianism: It is an ethical theory that suggests that the best action is the one that maximizes overall "utility" or "well-being". It emphasizes the outcomes or consequences of actions, and the greater good for the greatest number of people.

Now, let's look at each of the given options to determine which one is the opposite:

1. Non-egoist framework: This approach considers overall social welfare and treats self-interest as secondary. This is similar to utilitarianism since it considers the overall welfare.
2. Prioritarian approach: This approach assigns greater importance to improving the condition of the worst-off, rather than maximizing total welfare. This conflicts with utilitarianism because it does not focus on the greatest good for the greatest number, but rather prioritizes those who are worst-off, making it the opposite of utilitarianism.
3. Absolutist stance: This involves following exceptionless rules without regard to outcomes. This is indeed opposed to utilitarianism, but the option describes a focus on societal benefit, which also aligns with utilitarian principles in terms of outcomes.
4. Deontological ethics: This emphasizes duty over consequences, so it could be opposite to utilitarianism. However, in the context of this option, the focus appears to be on maximizing total benefits, which ties back to utilitarian outcomes.

Given these considerations, the correct answer is the Prioritarian approach. It focuses on improving the condition of the worst-off, not on maximizing total welfare, which is distinctly different from utilitarianism. Therefore, it is the closest option to being opposite to utilitarianism.

Conclusion: The council followed a priorititarian approach, assigning greater moral weight to improvements for the worst-off rather than to maximising total welfare across the affected population.