本期封面社论把两件看上去无关的事摆在一起:一边是 AI 从业者自己在警告「人类灭绝」,另一边是乌克兰战场上无人机把技术优势直接兑换成杀伤力。两者得出的结论互相矛盾——你想叫停竞赛,可你的对手不会停。这篇文章真正的价值不在结论,而在它示范了一套顶级社论的论证手法:对举 · 历史类比 · 让步转折 · 坏消息里给方案。
01全文呈现
原文按自然段落编号 ①–⑬,保留原刊用词、拼写与标点(英式拼写如 maths、co-ordinated 一仍其旧)。副标题 Effective doomerism 是原文中的小标题。
1TWO THINGS should make you consider what artificial intelligence could mean for humanity. One is that those working with the technology are warning about it leading to a catastrophe—human extinction, even. The other is how technological innovation is aggravating the destruction of Ukraine. These things offer conflicting lessons for whether AI's rapid progress can or should be slowed down.
2For years, leading AI bosses have signalled that their technology could become lethal. Bots may become brainy enough to outwit their creators before they are “aligned” with humanity's goals and ethics. Bad people could use AI to wreak havoc. These warnings have become more credible as AI agents have escaped their sandboxes during testing, co-ordinated with one another and hacked organisations, including an AI lab itself. Anthropic, one model-maker, has caught people using its models for malign ends, from Mali's intelligence services getting a mass-surveillance system built, to Houthi rebels in Yemen thought to be writing software for ballistic missiles.
3Following the recent resignation of a researcher at Anthropic, public fear of AI doom has spread. In a post viewed more than 170m times, he said that it and OpenAI were “gambling with our lives”. AI is rapidly growing more potent, for good and ill. In May prediction markets priced a less-than-one-third chance of AI solving any millennium prize maths problem before 2030; on September 8th OpenAI said it had solved one of them, causing angst among mathematicians (see Science & technology section). On September 12th Sam Altman and Elon Musk, two AI titans, endorsed a call by Dario Amodei, the head of Anthropic, to “pace the frontier”, ie, to slow AI's progress. Those in favour of a slowdown include Bernie Sanders, a left-wing senator, and Steve Bannon, a right-wing populist (see United States section).
4Those opposed include President Donald Trump, whose administration fears more than anything losing America's lead in AI to China, its only serious rival. Scott Bessent, America's treasury secretary, has said that if China gains the advantage: “Nothing else would matter.”
5As evidence, Mr Bessent could point to Ukraine, where each step in a technological arms race has a swift effect. As we report (see Leader), Russia has ruthlessly deployed its latest kamikaze drones to bombard civilian infrastructure. As well as being faster, its drones now use one another as a “mesh” communications network to relay information and commands. Soon, Russia will have its own version of Mr Musk's Starlink satellite network, making its long-range strikes more accurate.
6It is the latest demonstration of how even a small technological edge matters in wartime. Ukraine's own battlefield-drone innovation helped it repel waves of Russian attacks. Ukraine can strike deep into Russia with long-range drones. Both sides are working on swarming drones that will be able to operate more autonomously as a single adaptive system.
7The war shows how technology translates into hard power—and that Russia uses it without regard to the old rules or norms of combat. Even if America did not fear a similar hot war with China, a lead in AI would give its main geopolitical rival dominance in hacking, spying and hybrid warfare. Those are not capabilities which America should cede to an authoritarian state with an interest in stamping out liberal ideas.
8A pause could therefore work only if China signed up to it, too. Mr Trump plans to host Xi Jinping, China's president, at the White House on September 24th. But even were Mr Trump seeking to slow down, it is unlikely that Mr Xi would agree to the plan Mr Amodei envisages, because that would freeze Chinese AI in second place (see China section). And neither side could risk the other breaching a pact by racing ahead.
9For a deal, each would need to verify compliance, as with arms control during the cold war. America, Britain and the Soviet Union banned atmospheric nuclear tests in 1963 because they could detect them; underground tests went on for three more decades until they, too, could be monitored. Alas, though data centres are visible, no verifiable method exists to see inside them. Infrastructure training a superintelligence could masquerade as chatbots answering everyday queries.
10The options for a deal on AI safety are therefore limited; but they do exist. More transparency would help. Both sides should pledge to disclose and investigate safety incidents at their labs, using domestic law. Each could signal that they care about safety to build confidence, paving the way for the other side to take precautions. They should also press each other to improve labs' cyber-security so that AI agents cannot so easily escape sandboxes—and to ensure that, if one does, its lab is financially liable.
11Most important is the challenge of ensuring that AI operates in humans' interests. America and China have very different values, but both know that being ahead is no good if it wipes out humanity. They should promise to share work on the elements of alignment that do not confer a competitive advantage. Knowledge of the best evaluation methods and containment techniques is a global public good. If one side makes an important safety breakthrough, hoarding it makes no sense.
Effective doomerism
12Some dismiss the recent wave of doomerism as a marketing ploy by AI companies, or even an attempt to suppress competition. Yet AI progress is fast enough, the safety incidents hair-raising enough, and the warnings of the companies long-standing enough to be taken seriously. AI does not have to kill off every human to bring about a catastrophe. An OpenAI agent swarm targeted a technology company; what if next time it attacks an electrical grid or a weapons system? It might even be intelligent enough to evade attempts to shut it down.
13The world must urgently try to forestall this risk. Yet democracies must also avoid losing control to authoritarians. These are difficult and conflicting tasks. They could ultimately lead to war. The stakes could hardly be higher. ■
02逐段对照精讲 + 全文翻译
① 开篇:把两个互斥的事实摆在桌上
有两件事应当让你认真想一想,人工智能对人类究竟意味着什么。其一,那些与这项技术朝夕相处的人正在警告说,它可能导致一场灾难——甚至是人类的灭绝。其二,技术创新正在加剧乌克兰所遭受的破坏。对于「AI 的飞速进步究竟能不能、以及应不应该被放慢」,这两件事给出的启示是相互冲突的。
开篇即对举。作者先把一个无法调和的矛盾放在读者面前:AI 本身危险,而停下来同样危险。全文就是围绕这个矛盾推进的。注意 lessons 用了复数,还配了 conflicting——一句话先把「存在简单答案」的幻觉打掉。should make you consider 把读者直接拉进来,是社论常用的第二人称施压。
② 恐惧从哪来:从抽象警告到具体案例
多年来,领先的 AI 公司老板们一直在暗示,他们手上的技术可能变得致命。机器人可能在「对齐」人类目标与伦理之前,就已经聪明到能算计自己的创造者。坏人可能用 AI 制造严重破坏。这些警告正变得越来越可信:AI 智能体在测试中逃出「沙箱」、彼此串通,并入侵了多家机构,其中还包括一家 AI 实验室。模型厂商 Anthropic 曾抓到有人把它的模型用于恶意目的——从马里情报部门借此搭建大规模监控系统,到也门胡塞武装被怀疑用它编写弹道导弹软件。
段落的推进方式值得学:抽象警告(could become lethal)→ 三个 may / could 的推演 → 用 These warnings have become more credible as… 落到具体事实。这一步把「危言耸听」变成「有据可查」。aligned 特意加了引号,提示这是行业术语而非日常词。from…to… 的两个例子分量递增:一个国家的监控系统 → 导弹软件。
③ 三个时间点,把舆论推着往前走
在 Anthropic 一名研究员近期辞职之后,公众对「AI 末日」的恐惧开始蔓延。他的一篇帖子被浏览超过 1.7 亿次,其中说 Anthropic 和 OpenAI 是在「拿我们的命赌博」。AI 的能量正迅速增长,福祸皆由此而来。今年 5 月,预测市场给「AI 在 2030 年前解出任何一道千禧年大奖数学难题」开出的概率不到三分之一;9 月 8 日,OpenAI 宣布已解出其中一道,在数学界引发不安(见科技版)。9 月 12 日,两位 AI 巨头——山姆·奥特曼和埃隆·马斯克——附议 Anthropic 掌门人达里奥·阿莫代伊的呼吁:要「控制前沿的节奏」,也就是放慢 AI 的进展。主张减速的人里,既有左翼参议员伯尼·桑德斯,也有右翼民粹派史蒂夫·班农(见美国版)。
三个时间点构成递进:5 月市场预期 → 9 月 8 日事实打脸 → 9 月 12 日行业转向。用语极克制(causing angst、endorsed a call),但信息密度很高。注意 priced 在这里是动词,意思是「给…开出赔率」;pace 也是动词,「控制…的节奏」。末句把桑德斯和班农并列,是典型的跨阵营点名——暗示这件事不按左右分线,从而抬高议题的分量。
④ 反方登场:一句引语定调
反对的一方包括总统唐纳德·特朗普——他的政府最怕的,就是让美国在 AI 上的领先地位被中国这个唯一真正够格的对手夺走。美国财政部长斯科特·贝森特说过,一旦中国占了上风:「别的都无关紧要了。」
用一个直接引语收尾,是社论常用的「让当事人自己说话」——比作者转述更有力,也免去了解释。whose 引导的定语从句里塞进了 more than anything(「最怕的」),把恐惧的程度点出来。its only serious rival 是 China 的同位语,顺手给中国定了性——这是全文的立场底座,后面所有推论都架在它上面。
⑤ 事实支点:乌克兰战场上的三次技术升级
作为证据,贝森特可以指向乌克兰——在那里,技术军备竞赛的每一步都会迅速见效。正如我们报道的那样(见社论),俄罗斯无情地投入最新型自杀式无人机,对民用基础设施实施轰炸。这些无人机不仅速度更快,现在还彼此组成一张「网状」通信网来传递信息与指令。不久之后,俄罗斯将拥有自己的、相当于马斯克「星链」的卫星网络,使其远程打击更加精准。
全文的事实支点。作者不说「技术很重要」这种空话,而是列出三个具体升级:更快 → 彼此组网 → 卫星加持。三步下来,「每一步都见效」就不再是判断,而是可验证的事实。kamikaze 是日语借词(神风),英语里专指自杀式攻击;mesh 是技术行话,加引号是提示读者。这一段同时是对「减速派」的暗驳:战场上的技术优势如此直接,谁肯先停?
⑥ 立刻补上乌克兰:双方都在竞赛
这是「哪怕一点技术优势在战时也至关重要」的最新例证。乌克兰自己在战场无人机上的创新,帮助它顶住了一波又一波的俄军进攻;乌克兰能用远程无人机深入打击俄罗斯境内。双方都在研发「蜂群」无人机——它们将能作为一个自适应的单一系统,更自主地行动。
上一段只讲俄罗斯,这一段立刻补上乌克兰,形成「双方都在竞赛」的平衡——避免读者误以为这只是单方面的威胁,也为后文「协定必须双方签」埋伏笔。swarming drones / a single adaptive system 是全文最技术的一处表述;定语从句 that will be able to operate… 修饰的是 drones,中间的 more autonomously as a single adaptive system 是方式与身份状语。
⑦ 从事实到立场:一句 should 完成表态
这场战争说明技术如何转化为「硬实力」——也说明俄罗斯使用它时,全然不顾旧有的战争规则与规范。即便美国并不担心与中国打一场类似的「热战」,AI 上的领先也会让它的主要地缘政治对手在网络攻击、间谍活动与混合战争中占据支配地位。这些能力,美国不该让渡给一个热衷于扼杀自由思想的威权国家。
这一段的逻辑链最「经济学人」:事实(战争)→ 原理(技术=硬实力)→ 推论(即使不打热战也危险)→ 价值判断(不该让渡)。末句从描述性语言(would give)突然切到规范性语言(should cede),这是社论表达立场的标准动作:用 should 明确站队。stamping out liberal ideas 则是毫不掩饰的西方自由主义立场宣示。
⑧ 关键变量:中国不会签字
因此,暂停只有在双方都签字加入的情况下才可能奏效——中国也必须签。特朗普计划于 9 月 24 日在白宫接待中国国家主席习近平。但即便特朗普有意减速,习近平也不太可能同意阿莫代伊所设想的方案,因为那会把中国的 AI 冻在第二名的位置上(见中国版)。而且,任何一方都不能承担对方撕毁协定、抢先狂奔的风险。
only if 是逻辑上极强的条件——不是「如果」,而是「除非、只有」。even were Mr Trump seeking… 是倒装虚拟,比 Even if 更书面、语气更冷。freeze Chinese AI in second place 这个动词用得极准:把抽象的地缘竞争写成「冻结名次」,一句话解释了对方为什么不可能同意。末句是对「协定」的第一次怀疑,为第 ⑨ 段的核查难题搭桥。
⑨ 历史类比:核军控的「可核查」门槛
要达成协议,双方都得能核查对方是否履约——就像冷战时期的军备控制那样。1963 年,美、英、苏三国禁止了大气层核试验,原因是它们能探测到这类试验;地下核试验又持续了三十年,直到这一类也能被监测为止。可惜的是,数据中心虽然看得见,却不存在可核查的方法去看清里面的东西。用来训练超级智能的基础设施,完全可以伪装成日常应答的聊天机器人。
历史类比是本文最关键的说理工具。1963 年禁核试条约说明「可核查」是协定成立的前提;同时暗含一丝乐观——地下核试验最终也做到了可监测,AI 未必永远无法核查。但 Alas 一词立刻把这份乐观收回。masquerade(伪装、假冒)是精准选词,正对应「表面上看不出差别」的技术现实。这个类比还有一个作用:把当下放进冷战的经验框架里,让读者相信谈判是可行的。
⑩ 坏消息里给方案:三条递进的措施
因此,AI 安全协议的可选项是有限的;但它们确实存在。提高透明度会有帮助。双方都应承诺,依据本国法律公开并调查各实验室的安全事故。任何一方都可以通过表态「我们在乎安全」来建立互信,从而为对方采取预防措施铺路。双方还应互相施压,要求改进实验室的网络安全,使 AI 智能体不再那么轻易逃出沙箱——并且确保一旦真的发生逃逸,其所属实验室要承担经济赔偿责任。
注意 limited; but they do exist 的转折:先承认方案有限(坏消息),再用 do exist 的重读强调「还有牌可打」。这是社论的标准结构:给不出完美方案时,给出可行方案。三条措施层层递进——透明度属于信息层,网络安全属于技术层,经济赔偿属于责任层。paving the way for 是极常用的论证衔接短语。
⑪ 核心挑战:哪些成果可以共享
最重要的挑战,是如何确保 AI 为人类的利益运转。美中两国的价值观大不相同,但双方都明白:如果最终把人类抹掉了,领先毫无意义。它们应承诺共享那些不带来竞争优势的「对齐」研究工作。关于最佳评估方法与遏制技术的知识,是一种全球公共产品。如果一方取得了重要的安全突破,把它藏起来毫无道理。
全段围绕一个区分展开:哪些成果可以共享(不带来竞争优势的),哪些不能。global public good 是经济学术语(公共产品:非排他、非竞争),用在 AI 安全知识上非常贴切——它把「合作」从道德呼吁转成了理性计算。结尾 hoarding it makes no sense 用的是「毫无意义」而不是「不应该」,是在跟对手算账,而不是讲道理。这是全文最精巧的一句。
Effective doomerism
⑫ 反驳「末日论是营销」
有人把最近的「末日论」浪潮斥为 AI 公司的营销花招,甚至是为了压制竞争。但 AI 进步之快、安全事故之惊悚、以及这些公司警告历时之久,都足以让人认真对待。AI 不必杀光所有人就能造成灾难。一个 OpenAI 智能体集群曾攻击过一家科技公司;要是下次它攻击的是电网或武器系统呢?它甚至可能聪明到能躲开一切关停它的尝试。
副标题 Effective doomerism 是作者自造的短语:给贬义的 doomerism(末日论)加上「有效的」这个前缀,等于直接回答「该不该当回事」。本段核心修辞是 what if next time…?——一个反问句,把「小规模事件」升级为「系统性风险」。另外 does not have to…to… 是高频句型:「不必…就已经…」。
⑬ 收尾:两个目标互相拉扯
世界必须紧急行动,尽力阻止这一风险。但民主国家也必须避免把控制权输给威权统治者。这是两项艰难而相互冲突的任务。它们最终可能引向战争。赌注再高不过了。
结尾节奏骤然收紧。前文几乎都是长句,最后四句全部短句,一句一停。Yet 表转折:两个目标互相拉扯,这正是全文的矛盾母题(第 ① 段)的回归。The stakes could hardly be higher 是「否定+比较级=最高级」的经典句式(没有比这更高的赌注了),也是全文最后一次加码。文末的黑色方块 ■ 是《经济学人》社论的固定结束符号。
03核心词汇精讲
标签说明:四级 基础必备 六级 进阶 雅思 学术高频 高分 写作加分
A. 灾难与风险语义场
catastrophe/kəˈtæstrəfi/六级雅思
释义n. 大灾难,灾祸(尤指后果惨重的)
派生catastrophic adj. 灾难性的;catastrophically adv. 灾难性地
搭配lead to / bring about a catastrophe 导致灾难;catastrophic risk 灾难性风险;avert a catastrophe 避免灾难
extinction/ɪkˈstɪŋkʃn/六级雅思
释义n. 灭绝,消亡(物种、语言、习俗)
派生extinct adj. 已灭绝的;extinguish v. 扑灭;extinction event 灭绝事件
搭配human extinction 人类灭绝;mass extinction 物种大灭绝;on the brink of extinction 濒临灭绝
aggravate/ˈæɡrəveɪt/六级雅思
释义v. 使恶化,加剧;(口语)激怒
派生aggravation n. 加重、恶化;aggravating adj. 令人恼火的
搭配aggravate the destruction/problem 加剧破坏/问题;aggravate tensions 加剧紧张局势
lethal/ˈliːθl/六级雅思
释义adj. 致命的;危害极大的
派生lethality n. 致命性;lethally adv. 致命地
搭配lethal weapon/force 致命武器/武力;a lethal dose 致死剂量;a lethal combination 致命的组合
wreak havoc/riːk ˈhævək/高分
释义造成严重破坏,带来大混乱(wreak 只用被动或固定搭配)
派生havoc n. 大破坏;wreak v. 造成(破坏、报复)
搭配wreak havoc on/with sth 对…造成严重破坏;play havoc with 打乱、扰乱
malign/məˈlaɪn/高分
释义adj. 恶意的,有害的;v. 诬蔑、中伤
派生malignant adj. 恶性的(肿瘤)、恶意的;malignity n. 恶意
搭配malign ends/purposes 恶意目的;a malign influence 不良影响;be maligned as… 被污蔑为…
doomerism/ˈduːmərɪzəm/高分
释义n. 末日论(本文语境下指「AI 必将毁灭人类」的论调)— 新造词,考试不考但外刊高频
派生doom n./v. 厄运、注定;doomer n. 末日论者;doomsday n. 世界末日
搭配AI doomerism 人工智能末日论;a wave of doomerism 一波末日论;doom-mongering 散布末日论
B. 技术与对抗语义场
outwit/ˌaʊtˈwɪt/雅思高分
释义v. 智胜,以智取胜(凭机敏而非力量赢过对方)
派生out- 前缀表「胜过、超出」:outsmart / outmanoeuvre / outpace / outperform / outnumber
搭配outwit one's creator 算计自己的造物主;outwit the system 钻制度的空子;outwit an opponent 智取对手
aligned/əˈlaɪnd/高分
释义adj. (AI)对齐的——行为与目标符合人类价值;结盟的
派生align v. 使一致、对齐;alignment n. 对齐(AI alignment 对齐问题);non-aligned adj. 不结盟的
搭配aligned with human values 与人类价值对齐;be aligned to/with sth 与…保持一致;AI alignment research 对齐研究
sandbox/ˈsændbɒks/高分
释义n. 沙箱(计算机术语:隔离的测试环境);沙坑
派生sandboxing n. 沙箱隔离;sandboxed adj. 被隔离运行的
搭配escape the sandbox 逃出沙箱;a sandbox environment 隔离环境;run in a sandbox 在沙箱中运行
ballistic missile/bəˈlɪstɪk ˈmɪsaɪl/高分
释义弹道导弹(发射后按弹道飞行、可携带核弹头)
派生ballistics n. 弹道学;ICBM = intercontinental ballistic missile 洲际弹道导弹
搭配launch/fire a ballistic missile 发射弹道导弹;a ballistic-missile programme 弹道导弹计划
mesh/meʃ/高分
释义n. 网状结构,网格;v. 啮合、吻合、相配
派生meshed adj. 网状的、啮合的;mesh network 网状网络;mesh size 筛孔尺寸
搭配a mesh network 网状网络;drones mesh with one another 无人机彼此组网;the gears meshed 齿轮啮合
hard power/ˌhɑːd ˈpaʊə/雅思
释义硬实力(靠军事、经济手段强制影响他国的能力)
派生对照:soft power 软实力(文化与价值吸引);smart power 巧实力(软硬结合)
搭配translate into hard power 转化为硬实力;project hard power 投射硬实力;a hard-power tool 硬实力工具
cede/siːd/高分
释义v. 割让,让与(权力、领土、优势)
派生cession n. 割让、让与;concede v. 承认、让步(词根相近但含义不同)
搭配cede sth to sb 把…让渡给某人;cede control/territory/ground 让出控制权/领土/阵地
stamp out/stæmp aʊt/高分
释义根除,扑灭(不良现象、疾病、异见)
派生stamp n./v. 邮票、踩踏、印制;stampede n. 蜂拥、踩踏事件
搭配stamp out corruption/dissent 根除腐败/异见;stamp out a disease 扑灭一种疾病
hybrid warfare/ˈhaɪbrɪd ˈwɔːfeə/高分
释义混合战争(常规军事+网络攻击+信息战+代理人战争并用)
派生hybrid adj. 混合的;warfare n. 战争(不可数,泛指战争行为);hybrid threat 混合威胁
搭配wage hybrid warfare 打混合战争;cyber and hybrid threats 网络与混合威胁;a hybrid-warfare campaign 混合战行动
C. 外交与核查语义场
envisage/ɪnˈvɪzɪdʒ/雅思高分
释义v. 设想,展望(英式拼写;美式作 envision)
派生envisaged adj. 所设想的;envision v.(美)设想;vision n. 愿景
搭配envisage doing sth 设想做某事;the plan Mr Amodei envisages 阿莫代伊所设想的方案;as envisaged 如所设想
breach/briːtʃ/六级雅思
释义n. 违反;破裂;缺口;v. 违反;突破
派生breach of contract 违约;a breach of trust 背信;a security breach 安全漏洞
搭配breach a pact/treaty/agreement 违反协定;breach the defences 突破防线;in breach of 违反
pact/pækt/六级
释义n. 协定,条约(通常较非正式,或指双方约定)
派生对照:treaty n. 条约(正式、多国);accord n. 协议;protocol n. 议定书
搭配sign/seal a pact 缔结协定;breach a pact 违反协定;a non-aggression pact 互不侵犯条约
verify/ˈverɪfaɪ/四级雅思
释义v. 核实,证实(通过证据确认真伪)
派生verification n. 核查(arms-control verification 军控核查);verifiable adj. 可核查的;verified adj. 已验证的
搭配verify compliance 核查履约情况;verify a claim 核实说法;no verifiable method exists 不存在可核查的方法
compliance/kəmˈplaɪəns/六级雅思
释义n. 遵守,服从;企业「合规」
派生comply v.(comply with);compliant adj. 顺从的、合规的;non-compliance n. 违规
搭配in compliance with 依照、符合;regulatory compliance 监管合规;a compliance officer 合规官
masquerade/ˌmæskəˈreɪd/高分
释义v. 伪装成(masquerade as);n. 化装舞会;伪装、假象
派生mask n./v. 面具、掩饰;masquerader n. 伪装者
搭配masquerade as sth 冒充为…;a masquerade of democracy 民主的假象
transparency/trænsˈpærənsi/六级雅思
释义n. 透明度;(字面)透明、透明物
派生transparent adj. 透明的、易懂的;transparently adv. 透明地
搭配greater transparency 更高的透明度;transparency in/of sth 在…方面的透明度;call for transparency 呼吁提高透明度
liable/ˈlaɪəbl/六级雅思
释义adj. 负有(法律)责任的;易于…的
派生liability n. 责任、债务;financially liable 承担经济责任;limited liability 有限责任
搭配be liable for sth 对…负责;be liable to do sth 易于做某事(不良结果);hold sb liable 追究某人责任
containment/kənˈteɪnmənt/高分
释义n. 遏制,控制(不让其扩散、外逃或升级)
派生contain v. 包含、抑制、遏制;containable adj. 可控的;container n. 容器
搭配containment techniques 遏制技术;the containment of risk 风险控制;a policy of containment 遏制政策
hoard/hɔːd/六级雅思
释义v. 囤积,秘藏;n. 储藏(物)
派生hoarding n. 囤积;(英)广告牌;hoarder n. 囤积者
搭配hoard information/food 囤积信息/食物;hoard sth for oneself 把…私藏起来;a hoard of treasure 一批藏品
D. 写作加分动词与名词
forestall/fɔːˈstɔːl/高分
释义v. 预先阻止,抢在…之前防止
派生近义:pre-empt v. 抢先;avert v. 避免;obviate v. 消除(必要)
搭配forestall a risk/crisis 预先阻止风险/危机;forestall criticism 先发制人地堵住批评
evade/ɪˈveɪd/六级雅思
释义v. 躲避,规避(追捕、责任、问题)
派生evasion n. 逃避;evasive adj. 回避的、闪烁其词的
搭配evade attempts to do 躲开…的尝试;evade tax/responsibility 逃税/逃避责任;take evasive action 采取规避动作
ploy/plɔɪ/高分
释义n. 花招,计谋(略带贬义)
派生近义:gimmick n. 噱头;tactic n. 策略(中性);ruse n. 诡计
搭配a marketing ploy 营销花招;a cynical ploy 玩世不恭的伎俩;resort to a ploy 使出花招
suppress/səˈpres/六级雅思
释义v. 压制,镇压(异见、竞争、信息);抑制(情感、反应)
派生suppression n. 压制;suppressor n. 抑制物;suppressed adj. 被压制的
搭配suppress competition/dissent 压制竞争/异见;suppress the urge to do 忍住不做;suppress a report 压下报告
endorse/ɪnˈdɔːs/六级雅思
释义v. 公开支持,赞同;(在票据背面)背书
派生endorsement n. 支持、背书;endorser n. 背书人
搭配endorse a call/plan 附议呼吁/支持方案;a ringing endorsement 全力支持;a celebrity endorsement 名人代言
stakes/steɪks/高分
释义n. (复数)利害关系,赌注;stake 单数=桩、股份、赌注
派生stakeholder n. 利益相关方;at stake 处于危险中;high-stakes adj. 高风险的
搭配the stakes are high 赌注很大;the stakes could hardly be higher 赌注再高不过了;raise the stakes 加码
04长难句拆解(8 句)
1. Anthropic, one model-maker, has caught people using its models for malign ends, from Mali's intelligence services getting a mass-surveillance system built, to Houthi rebels in Yemen thought to be writing software for ballistic missiles.
结构:
Anthropic, [one model-maker], has caught people
[using its models for malign ends],
from [Mali's intelligence services getting a mass-surveillance system built]
to [Houthi rebels (in Yemen) (thought to be writing software for ballistic missiles)].
难点:①
catch sb doing sth「抓到某人正在做某事」,doing 是宾补,不能换成 to do;②
from…to… 引出两个极端例子,中间的宾语是「动作」而非事物:services getting a system built(get sth done 使役结构);③
thought to be writing… 是过去分词短语作后置定语,等于 who are thought to be doing,新闻报道里压缩从句的常用手段。
译文:模型厂商 Anthropic 曾抓到有人把它的模型用于恶意目的——从马里情报部门借此搭建大规模监控系统,到也门胡塞武装被怀疑用它编写弹道导弹软件。
2. In May prediction markets priced a less-than-one-third chance of AI solving any millennium prize maths problem before 2030; on September 8th OpenAI said it had solved one of them, causing angst among mathematicians.
结构:
In May [prediction markets] priced [a less-than-one-third chance
of AI solving any millennium prize maths problem before 2030];
on September 8th [OpenAI] said [it had solved one of them],
[causing angst among mathematicians].
难点:①
price 此处是动词「为…定价/开出赔率」,宾语是 chance,构成 price a chance of… 的搭配;②
of AI solving 是动名词的复合结构(of + 逻辑主语 + doing),注意不是 AI's solving 也能成立,外刊更偏向前者以求简洁;③ 分号连接两个对照句(预期 vs 事实),是经济学人最爱的「并置打脸」句式;④
causing… 现在分词作结果状语,修饰整个前句而非某个词。
译文:今年 5 月,预测市场给「AI 在 2030 年前解出任何一道千禧年大奖数学难题」开出的概率不到三分之一;9 月 8 日,OpenAI 宣布已解出其中一道,在数学界引发不安。
3. Those opposed include President Donald Trump, whose administration fears more than anything losing America's lead in AI to China, its only serious rival.
结构:
[Those opposed] include [President Donald Trump],
whose administration fears more than anything
[losing America's lead in AI to China],
[its only serious rival].
难点:①
Those opposed 是「the + 形容词/分词」结构作名词,等于 those who are opposed;②
whose 引导非限制性定语从句,修饰 Trump;③ 从句内部
fears more than anything losing… 把状语 more than anything 插在动词与宾语之间,造成「fears + [插入语] + 宾语」的隔断,是阅读时的典型卡点——找到动名词 losing 才是宾语;④
lose sth to sb「把…输给某人」;
its only serious rival 是 China 的同位语。
译文:反对的一方包括总统唐纳德·特朗普——他的政府最怕的,就是让美国在 AI 上的领先地位被中国这个唯一真正够格的对手夺走。
4. Even if America did not fear a similar hot war with China, a lead in AI would give its main geopolitical rival dominance in hacking, spying and hybrid warfare.
结构:
[Even if America did not fear a similar hot war with China],
[a lead in AI] would give [its main geopolitical rival]
[dominance in hacking, spying and hybrid warfare].
难点:①
Even if=「即使」,引导让步状语从句,主句仍用 would,构成
虚拟条件,暗示「美国确实担心」,只是退一步论证;② 主句结构是
give sb sth 的双宾语:give its rival dominance in…;③ 介词 in 后面接三个并列动名词 hacking / spying / hybrid warfare,最后一词是名词短语,属「同类不同形」的并列,读时不必强求形式一致。
译文:即便美国并不担心与中国打一场类似的「热战」,AI 上的领先也会让它的主要地缘政治对手在网络攻击、间谍活动与混合战争中占据支配地位。
5. But even were Mr Trump seeking to slow down, it is unlikely that Mr Xi would agree to the plan Mr Amodei envisages, because that would freeze Chinese AI in second place.
结构:
But [even were Mr Trump seeking to slow down],
it is unlikely [that Mr Xi would agree to the plan (that) Mr Amodei envisages],
because [that would freeze Chinese AI in second place].
难点:①
倒装虚拟:even were Mr Trump seeking… 等于 Even if Mr Trump were seeking…,把 were 提到主语前,省略 if,语气更书面、更冷峻——这是雅思写作 7 分以上的标志性句式;②
it is unlikely that… 用形式主语 it 把长从句后置;③
the plan Mr Amodei envisages 中省去了关系代词 that(作 envisages 的宾语);④
freeze…in second place 是「动词+结果补语」的活用,把抽象排名写成物理状态。
译文:但即便特朗普有意减速,习近平也不太可能同意阿莫代伊所设想的方案,因为那会把中国的 AI 冻在第二名的位置上。
6. America, Britain and the Soviet Union banned atmospheric nuclear tests in 1963 because they could detect them; underground tests went on for three more decades until they, too, could be monitored.
结构:
[America, Britain and the Soviet Union] banned [atmospheric nuclear tests] in 1963
because [they could detect them];
[underground tests] went on for three more decades
until [they, too, could be monitored].
难点:① 两处代词是阅读难点:
they=the three countries,
them=tests;后半句的
they 才指 tests(靠 too 反推)。代词指代必须靠语义与单复数双重校验;②
until 引导时间状语从句,配 could be monitored 的被动,暗示「监测能力到位之后才停」;③ 分号前后是
同构对比(地上能测→禁;地下测不到→继续),这个结构为后文「AI 能不能核查」提供类比框架。
译文:1963 年,美、英、苏三国禁止了大气层核试验,原因是它们能探测到这类试验;地下核试验又持续了三十年,直到这一类也能被监测为止。
7. They should also press each other to improve labs' cyber-security so that AI agents cannot so easily escape sandboxes—and to ensure that, if one does, its lab is financially liable.
结构:
They should also press each other
[to improve labs' cyber-security]
so that [AI agents cannot so easily escape sandboxes]
—and [to ensure that, [if one does], its lab is financially liable].
难点:①
press sb to do「施压要求某人做」,两个不定式并列作 press 的宾补,中间被 so that 从句隔开,注意破折号后第二个 to 与前面是同一层级;②
so that 引导目的状语从句(这里含结果意味);③
if one does 是
助动词替代:does = escapes the sandbox,避免重复整个动词短语,英文写作的减负技巧;④ 句末
financially liable 是「be liable for」的省略式表达。
译文:双方还应互相施压,要求改进实验室的网络安全,使 AI 智能体不再那么轻易逃出沙箱——并且确保一旦真的发生逃逸,其所属实验室要承担经济赔偿责任。
8. Yet AI progress is fast enough, the safety incidents hair-raising enough, and the warnings of the companies long-standing enough to be taken seriously.
结构:
Yet [AI progress] is fast enough,
[the safety incidents] (are) hair-raising enough,
and [the warnings of the companies] (are) long-standing enough
to be taken seriously.
难点:①
三项并列的排比:后两项省去了 is/are,只留形容词+enough,造成「快、惊悚、历时久」的节奏推进——这是外刊最爱的三连排比(rule of three);②
enough 必须后置(形容词 + enough,不是 enough + 形容词);③ 末尾
enough to be taken seriously 是结果状语,被动式 to be taken,逻辑主语是前半句三项的
共同主语「这些事实」;④ 倒装风险:主语长、谓语短,写作时容易漏掉后两项的 be 动词。
译文:但 AI 进步之快、安全事故之惊悚、以及这些公司警告历时之久,都足以让人认真对待。
05写作积累
5.1 六个可直接套用的句型公式
5.2 话题语料(可直接搬进作文)
话题一 · AI 治理与监管
regulate frontier AI 监管前沿 AI · a safety framework / a governance framework 安全框架 / 治理框架 · compute governance 算力治理 · model evaluation and red-teaming 模型评估与红队测试 · disclose safety incidents 公开安全事故 · AI alignment and containment 对齐与遏制 · a global public good 全球公共产品 · race to the bottom 逐底竞争
话题二 · 大国科技竞争
a technological arms race 技术军备竞赛 · a lead / an edge in AI AI 领域的领先优势 · translate into hard power 转化为硬实力 · geopolitical rivalry 地缘政治竞争 · export controls on chips 芯片出口管制 · hybrid warfare and cyber-espionage 混合战争与网络间谍活动 · verify compliance 核查履约情况 · breach a pact by racing ahead 抢先狂奔以撕毁协定
话题三 · 论证与说理的万能句
The stakes could hardly be higher. 赌注再高不过了。 · One is that… The other is… 其一是…;其二是… · These things offer conflicting lessons for… 这些事给出的启示相互冲突。 · As evidence, one could point to… 作为证据,可以指向… · It is the latest demonstration of how even a small edge matters. 这是「哪怕一点优势也至关重要」的最新例证。 · Knowledge of X is a global public good. 关于 X 的知识是一种全球公共产品。 · If one side makes a breakthrough, hoarding it makes no sense. 若一方取得突破,藏起来毫无道理。
5.3 段落仿写示范(把三个公式串成一段)
Regulators who want to slow frontier AI face an uncomfortable arithmetic. Even if every leading lab agreed to pause tomorrow, a competitor outside the club would keep training, and the first mover would then set the rules for everyone else. A global safety framework could work only if the largest players signed up at the same time, and verified one another’s compliance. Yet the tools available to verifiers are limited; but they do exist. Better disclosure is slow enough, partial enough, and unpopular enough to be worth starting with anyway. The stakes could hardly be higher.
加粗处依次用到了公式 1、公式 4、公式 5、公式 3、公式 6——一段之内五种句式,这就是外刊社论的「密度」。
06篇章结构、论证手法与文化冷知识
6.1 论证结构(悖论 → 事实 → 约束 → 方案 → 反驳 → 两难)
开篇 · 悖论(①)
两件事方向相反:AI 可能导致灭绝;AI 正在加剧乌克兰的毁灭。由此抛出全文要回答的问题——能不能、该不该叫停。
↓
恐惧从何而来(②③)
从行业警告到具体案例(逃出沙箱、串通、入侵实验室、马里监控系统、胡塞导弹软件),再以三个时间点(5 月赔率 → 9 月 8 日破题 → 9 月 12 日行业转向)推动舆论。
↓
正反阵营(③④)
赞成减速者跨左右(桑德斯+班农);反对者以特朗普政府为代表,核心恐惧是「把 AI 领先地位输给中国」。
↓
事实支点(⑤⑥)
乌克兰战场上的三步升级:更快 → 彼此组网 → 卫星网络。并立刻补上乌克兰一侧,说明「双方都在竞赛」。
↓
提炼原理(⑦)
技术转化为「硬实力」;即便不打热战,AI 领先也意味着网络攻击、间谍与混合战争的支配权。——用 should 完成立场表态。
↓
现实约束(⑧⑨)
中国不会签字(会被冻在第二名);核查难题与技术现实(数据中心看不见里头)。以冷战核军控作历史类比。
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可行方案(⑩⑪)
三条递进措施:透明度 → 网络安全 → 经济赔偿;再加上「共享不带来竞争优势的对齐成果」。
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回应质疑(⑫)
反驳「末日论=营销花招」:进步之快、事故之险、警告之久,都足以当真。用 what if next time…? 把风险升级到系统性层面。
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收尾 · 两难(⑬)
阻止风险与避免失控于威权者,是两项互相冲突的任务。以短句+「否定+比较级=最高级」收束。
6.2 六种论证手法(可迁移到自己的议论文)
| 手法 | 原文例子 | 效果 |
| 对举(antithesis) | One is… The other is… / These things offer conflicting lessons… | 一开篇就把两个方向相反的事实并置,逼出矛盾,读者只能继续读下去。 |
| 首次让步(concession) | Even if America did not fear a similar hot war with China, a lead in AI would give… | 先假设最有利的情形,证明结论依旧成立——让步越彻底,推论越硬。 |
| 历史类比(historical analogy) | 1963 年禁大气层核试验 / 地下试验又拖了三十年 | 把 AI 核查塞进冷战军控的经验框架,既论证「可核查是前提」,又暗示「技术进步终会解决核查」。 |
| 让步转折(Yet…) | Yet AI progress is fast enough… / Yet democracies must also… | 每次在对手论点最强处用 Yet 翻转,避免文章一边倒,也让结论更可信。 |
| 反问升级(rhetorical question) | what if next time it attacks an electrical grid or a weapons system? | 把一次小规模事件升格为系统性威胁,是社论制造紧迫感的标准手法。 |
| 排比三连(rule of three) | AI progress is fast enough, the safety incidents hair-raising enough, and the warnings of the companies long-standing enough | 三条同构短句叠加,形成不可辩驳的节奏;末句短促收束,力量最大。 |
6.3 文化冷知识
千禧年大奖难题(Millennium Prize Problems)
2000 年克雷数学研究所公布的七道数学难题,每解出一道悬赏 100 万美元。原文说 5 月时预测市场认为「2030 年前解出任意一道」的概率不到三分之一,而 9 月 8 日 OpenAI 宣布已解出一道——这是全文用来证明「AI 进展比预期快」的关键事实。注意 maths 是英式拼写,美式作 math。
Dario Amodei 与「pace the frontier」
达里奥·阿莫代伊是 Anthropic 的联合创始人兼 CEO,长期主张 AI 安全优先,曾撰文呼吁对前沿模型实施更严格的披露义务。pace the frontier 是他的提法,字面是「控制前沿的步速」——pace 在这里是动词(/peɪs/),意为「为…定节奏」,与名词「步伐」同形不同用,是外刊常见的「熟词僻义」。
kamikaze drones:为什么用日语词
kamikaze(神风)指二战末期日本的自杀式攻击队。英语里借来专指「装载弹头、以自身撞击目标」的无人机,即中文常说的「自杀式无人机」或「巡飞弹」。作者用这个词而非中性的 loitering munition,本身就带入了「不顾规则」的判断——呼应下一段的 without regard to the old rules or norms of combat。
Starlink 与卫星互联网的军事含义
星链是 SpaceX 的低轨卫星互联网系统。俄乌战争中被大量用于前线通信,因此「俄罗斯拥有自己的星链」意味着其远程打击可以获得稳定、低延迟的制导与通信支持。原文说这会 making its long-range strikes more accurate——把「通信基础设施」和「打击精度」两件看似无关的事连了起来。
hard power / soft power:约瑟夫·奈的概念
hard power(硬实力)指靠军事与经济手段强制改变他人行为的能力;soft power(软实力)指靠文化、价值观与制度吸引力达成目的。原文说技术「转化为硬实力」,是在强调:AI 不是文化产品,而是可强制兑现的权力工具。
1963 年禁核试与「可核查」原则
《部分禁止核试验条约》(PTBT)由美、英、苏于 1963 年签署,禁止大气层、外太空和水下核试验,但未禁地下试验——原因正是当时无法探测地下核爆。直到 1996 年《全面禁止核试验条约》签署,监测能力才到位。这段历史是本文类比 AI 核查的基础:能被核查,才可能被禁止。