阅读下面短文，从短文后的选项中选出可以填入空白处的最佳选项。选项中有两项为多余选项。

Museums, once quiet places filled with history, are now full of digital excitement. By using machine learning and advanced algorithms (算法), these institutions are creating personalized visitor journeys, protecting delicate collections, and revealing hidden stories.    1   

AI transforms a standard museum trip into a personalized and interactive adventure. Smart recommendation engines analyze data such as exhibit popularity and visitors’ past behavior to suggest specific exhibits and events, making each visit unique and surprising.    2    These digital assistants engage visitors in dynamic conversations and offer context-sensitive insights that deepen understanding and satisfy curiosity.

Beyond visitor interaction, AI plays a crucial role in preserving priceless artworks. Since the exhibits in museums sustain natural decay (破损) over time, early detection is vital. AI can help identify the slightest signs of decay, such as cracks or discoloration, which are often invisible to the human eye.    3    Moreover, by predicting future decay patterns, AI helps museums take preventive measures and improve preservation strategies.

AI also significantly enhances the educational value of museums, particularly for children and families.    4    For instance, interactive exhibits powered by AI can adjust their content and difficulty level based on the user’s preferences and responses. This adaptability ensures that complex historical concepts become accessible and engaging for young minds.

Looking ahead, the rapid advancement of AI promises both exciting possibilities and ethical (伦理的) challenges. Museums are working together with AI ethicists to develop fair algorithms.    5   Strict policies should be established to protect visitors’ information.

A. This capability allows for timely restoration.

B. Visitor data collection also raises privacy issues.

C. In short, AI is redefining the museum in all respects.

D. It tailors learning experiences to different age groups and learning styles.

E. Museums are not only places to store artworks, but also spaces for learning.

F. Furthermore, AI-powered virtual guides are replacing traditional tour guides.

G. AI is changing this by using image recognition technology to analyze exhibits.

1.1.

A

B

C

D

解析：选C。第一段先列举 AI 的三大作用 ——"creating personalized visitor journeys, protecting delicate collections, and revealing hidden stories"（打造个性化旅程、保护藏品、揭示隐藏故事），这三者正是后文第二、三、四段分别展开的内容。C 项 "In short"（总之）起总结概括作用，将三大作用收束为 "全面重新定义博物馆" 这一总观点，与后文 "总 — 分" 结构衔接。干扰项辨析：E"博物馆不仅是存放艺术品的地方，也是学习的空间"—— 首段并未对比 "存放" 与 "学习" 两种功能，且后文不以此展开，故排除。此题考查段末总结句与 "总 — 分" 结构的匹配。

2.2.

A

B

C

D

解析：选F。F 项末的 "virtual guides"（虚拟导览）与空后 "These digital assistants"（这些数字助手）构成名词复现 / 指代衔接——"这些数字助手" 正是上文提到的 "虚拟导览"。同时 F 项 "Furthermore"（此外）表明其与上一句 "智能推荐引擎" 是并列递进关系，都属 AI 提供个性化服务的手段。干扰项辨析：G"AI 正通过图像识别分析展品"—— 其 "this" 无指代对象，且 "图像识别" 与后文 "动态对话" 的数字助手不衔接。此题考查代词复现（digital assistants ← virtual guides），是七选五的核心技巧。

3.3.

A

B

C

D

解析：选A。空前句 "AI can help identify the slightest signs of decay"（AI 能识别最细微的破损迹象），空后句 "Moreover, by predicting future decay patterns..."（此外，通过预测未来破损模式……）继续讲 AI 的第二种保护能力。A 项的 "This capability"（这种能力）指代前句的 "识别破损迹象"，"timely restoration"（及时修复）是识别能力的直接成果，与空后 "Moreover"（此外）形成 "能力一→能力二" 的递进。干扰项辨析：B"数据收集引发隐私问题" 与保护文物的主题无关；D"定制学习体验" 属第四段内容。此题考查 "This capability" 指代前文的能力表述。

4.4.

A

B

C

D

解析：选D。空前句点明 AI"enhances the educational value...particularly for children and families"（增强教育价值，特别是对儿童和家庭），空后句 "For instance, interactive exhibits...adjust their content and difficulty level"（例如，互动展品调整内容和难度）正是 D 项的具体例证。D 项 "It" 指代 AI，"tailors learning experiences to different age groups"（为不同年龄段定制学习体验）是该段的中心句，后文 "For instance" 对其举例说明，构成 "总 — 分" 结构。干扰项辨析：E"博物馆不仅是存放地也是学习空间"—— 该段讲的是 AI 的定制能力，并非博物馆的功能定位。此题考查段首中心句与后文例证的 "总 — 分" 匹配。

5.5.

A

B

C

D

解析：选B。空前句 "develop fair algorithms"（开发公平的算法）讲 AI 的伦理挑战，空后句 "Strict policies should be established to protect visitors' information"（应制定严格政策保护参观者信息）讲具体对策。B 项 "privacy issues"（隐私问题）承上 —— 属于伦理挑战的一种，启下 —— 正是后文 "保护参观者信息" 这一对策针对的问题，构成 "问题→对策" 的因果链条。干扰项辨析：C"In short, AI is redefining the museum" 是全文总结句，若放段尾则与后文 "Strict policies" 无法衔接；E、G 与本段的隐私伦理主题无关。此题考查 "伦理问题→隐私问题→保护政策" 的逻辑链。