115年 - [無官方正解]115 國立臺灣大學_ 碩士班招生考試試題:英文(A)#142775

科目:研究所、轉學考(插大)、學士後-英文 | 年份:115年 | 選擇題數:50 | 申論題數:0

選擇題 (50)

17. Which implied concept is central to the passage's argument?

Discursive authority
(B) Technological autonomy
(C) Economic productivity
(D) Linguistic efficiency

Reading Passage B

As artificial intelligence systems become increasingly embedded in education, research, and professional practice, concerns about their reliability have grown more urgent. One major concern is the phenomenon known as "hallucination," in which AI systems generate responses that appear fluent and authoritative but are factually incorrect. These errors arise from the probabilistic nature of language models, which predict plausible sequences of words rather than verify truth. Because such outputs often sound confident, hallucinations can be difficult to detect without careful scrutiny.

Closely related is the issue of bias. Trained on large datasets that reflect existing social patterns, AI systems may reproduce or amplify historical inequalities. When AI-generated content is treated as neutral or objective, biased outputs risk being accepted uncritically, particularly in academic or institutional contexts.

These risks have already been impacting real-life practices. In several documented cases, AI tools used for legal research have generated fictitious court cases that were subsequently cited by lawyers in formal filings. Although the text appeared professionally written and legally coherent, the sources did not exist. These incidents demonstrate how fluency can mask inaccuracy and how overreliance on AI can shift responsibility away from human users.

Technical improvements—such as better training data or refined model architecture—may reduce error rates, but they cannot eliminate these limitations. AI systems lack understanding and epistemic judgment. Responsibility therefore remains with human users. In educational settings especially, responsible AI use requires cultivating critical literacy: the ability to evaluate AI-generated content with informed skepticism. Integrating AI successfully depends not on replacing judgment, but on strengthening it.
34. What initially appeared to be a minor technical malfunction was later recognized by engineers as ___ of deeper structural flaws embedded in the system's original design.

- symptomatic
- (B) dismissive
- (C) incidental
- (D) decorative

After years of pandemic restrictions, Japan has experienced a dramatic rebound in international tourism, driven by a weak yen, expanded flight routes, and pent-up global demand. While the surge has delivered clear economic benefits, it has also (35)___ long-standing tensions between national growth strategies and local capacity, particularly in historic districts and rural destinations unaccustomed to sustained visitor pressure.

In cities such as Kyoto and Kamakura, residents have raised concerns about congestion, noise, and the erosion of everyday life. Local governments, once eager to attract tourists, now find themselves (36)___ by needing to balance between promoting economic recovery and responding to mounting public frustration. Measures such as higher accommodation taxes, restricted access to certain areas, and differentiated pricing for foreign visitors have been proposed, though each carries political and ethical implications.

Critics argue that Japan's tourism model has relied too heavily on volume rather than sustainability, (37)___ short-term gains while externalizing social costs. At the same time, officials caution that abrupt restrictions could undermine regional economies still struggling to recover. The result is a policy environment marked less by decisive reform than by incremental adjustment.

Ultimately, the challenge of overtourism in Japan is not merely logistical but conceptual. It raises questions about who tourism is for, who bears its costs, and how cultural heritage should be protected without being (38)___ into a consumable spectacle. Whether current measures represent a genuine shift toward sustainable tourism or merely a temporary (39)___ remains an open question.

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