自主武器真的是 AI 能造出来的吗?Are Autonomous Weapons Something AI Can Actually Build?

⚔️ 军用 AI⏱14 分钟阅读📅更新于 2026 年 6 月

致命性自主武器系统(LAWS)早已不是科幻。从协同行动的无人机群到 AI 驱动的防御系统,以下是 2026 年所谓「杀手机器人」的真实面貌,以及它对全人类意味着什么。

◆知微•⚔️ 军用 AI · ⏱14 分钟阅读 · 2026 年 6 月 23 日
⚔️ Military AI⏱ 14 min read📅 Updated June 2026

Lethal autonomous weapons systems (LAWS) have moved beyond fiction. From coordinated drone groups to AI-driven defenses, here is the real state of so-called killer robots in 2026—and what it implies for people everywhere.

◆知微•⚔️ Military AI · ⏱ 14 min read · June 23, 2026

设想这样一幕:战场上空悬着一架无人机,它不等千里之外操作员的指令,而是靠人工智能自行锁定目标、在一瞬间做出判断,随即发动致命打击。这并非取自某部灰暗的未来题材电影。AI 能造出自主武器吗?令人不安的答案是:能——而且已经在发生。

进入 2020 年代中期,围绕致命性自主武器系统(LAWS)——常被称作「杀手机器人」——的争论,早已走出学术研讨室,进入权力中枢。从乌克兰战场到中东沙漠,搭载 AI 的武器正在改变战争的打法。更尖锐的问题是:它该不该如此。这个问题值得认真审视。

01致命性自主武器系统(LAWS)究竟指什么?

在进入争议之前,先要把对象界定清楚。致命性自主武器系统(LAWS)是这样一类军用系统,能够:

军用 AI 中自主程度的分布光谱
  1. 👤
    由人控制
    →
    🤝
    人在回路
    →
    🤖
    完全自主

自主程度的三个层级:

  1. 由人控制:传统武器,目标选择和开火的每一个决定都由人做出。
  2. 人在回路(半自主):AI 发现并推荐目标,但致命一击必须由人批准。当下大多数系统处在这一层。
  3. 完全自主:目标的选择与交战均无人介入——也就是争议最大的「杀手机器人」情形。

022026 年已投入实战的自主武器

人们或许以为这类武器仍处在实验阶段,其实它们早已在全球各地服役。眼下存在的包括:

🚁已部署

巡飞弹

这类武器又称「神风无人机」,能自行搜寻并打击目标,在乌克兰和 Nagorno-Karabakh 冲突中被大量使用。
🛡️活跃使用中

AI 防空系统

像以色列 Iron Dome 这样的系统,依靠 AI 自动发现、追踪并击落来袭的导弹和火箭,几乎不需要人介入。
部署受限

自主哨兵炮塔

韩国的 Super aEgis II 能自行探测并打击最远 4km 内的目标,自 2010 年起就已投入使用。
试验阶段

无人海上平台

AI 驱动的水下无人机和水面舰艇能自行巡逻、发现威胁并与敌方船只交战。

曾登上新闻的真实案例:

  • 以色列 Harpy:一种巡飞弹,能在无人协助的情况下搜寻并摧毁敌方雷达。
  • 土耳其 Kargu-2:2020 年用于利比亚,据报道是首款自主搜寻并杀人的 AI 无人机。
  • 美国 Project Maven:能在无人机画面中自行挑出目标的 AI 系统。
  • 中国 AI 集群:曾演示由 1,000 多架无人机组成、自主协同行动的无人机群。

03AI 凭什么驱动这些武器

理解其技术,才能同时看清它的前景与危险。使自主武器成为可能的环节包括:

99%
其宣称的目标识别准确率
0.3s
做出决定的速度
24/7
行动能力

核心 AI 环节:

  • 计算机视觉:分析视频画面,挑出车辆、人员或武器。
  • 机器学习:系统借助以往的交战经历,更准确地识别目标。
  • 自然语言处理:自动解析情报报告和通信内容。
  • 集群智能:众多无人机协同行动,表现为一个整体。
  • 预测分析:提前预判敌方动向和最佳打击时机。

04伦理困境:为什么这件事分量很重

这远不止是技术问题,更牵涉道德、责任和战争走向。伦理层面的忧虑极为深重:

⚖️关键

责任真空

当自主武器犯下战争罪,责任在谁——程序员、指挥官,还是机器本身?现行国际法给不出明确答案。
🎯关键

平民死亡

AI 无法可靠地区分投降的士兵与威胁,也分不清战斗人员和手持手机的平民,灾难性误判的风险真实存在。
💀关键

让开战变得更容易

一个国家若能在不危及本国士兵的情况下作战,也许会更轻率地卷入冲突;自主武器可能让战争变得「太便宜」。
🔓关键

黑客攻击与欺骗

这些机器本身可能被黑客入侵、施以伪装欺骗,或被调转枪口对准操控者;了解 AI 如何被人滥用,才能看清这种危险。

「闪电战争」情景:

设想两套 AI 驱动的防御系统对峙。一方把一次例行调动误判为攻击并做出回应,另一方 AI 即刻反击。短短数秒内,自动化回应的螺旋升级就可能点燃一场全面战争,而全程没有任何人做出决定——这正是令军事伦理学家夜不能寐的「闪电战争」。

05全球规则与推动禁令的努力

世界各国正急于把这类武器纳入规则,但进展缓慢、分歧不断。谈判处在联合国的一个框架内——即 CCW,《特定常规武器公约》;自 2017 年起,一个政府专家组在此开会,讨论 LAWS 规则可能的样子。

国家或地区对 LAWS 的立场当前状态
欧洲联盟支持禁止完全自主武器倾向监管
美国拒绝禁令,更偏好「负责任使用」的指引反对禁令
中国呼吁禁令,同时继续推进自身研发信号矛盾
俄罗斯加紧研发,抵制限制反对禁令
联合国公约自 2014 年讨论至今,尚无条约陷入僵局

EU AI Act把部分军用 AI 用途列为高风险,却没有走到禁止那一步。与此同时,Stop Killer Robots——一个由 300 多个 NGO 组成的联盟,正式名称为 Campaign to Stop Killer Robots——继续推动缔结一项预防性的国际条约。

06真实部署:已经在发生

这并非抽象的担忧,这类武器已经出现在真实交战中:

有记录的案例:

  • 利比亚(2020):一份联合国报告指出,土耳其 Kargu-2 无人机自主搜寻并杀死了撤退的士兵。
  • 乌克兰(2022-2026):双方都大量使用 AI 驱动的巡飞弹和无人机群。
  • Nagorno-Karabakh(2020):阿塞拜疆部队使用自主无人机,对亚美尼亚军队造成毁灭性打击。
  • 加沙及更广泛的中东地区:以色列由 AI 驱动的目标选择系统(包括「The Gospel」)处理目标的速度,快到人来不及逐一审查。

「人在回路」与「完全自主」之间的界线不断模糊。在激烈战斗中,目标数量之多,往往让人只是盖章认可 AI 的建议,并没有真正的审查。

07未来风险:AI 军备竞赛

最严重的危险不止于眼前的机器,更在于它的走向。一场 AI 军备竞赛已然展开,影响令人不寒而栗:

自主武器的升级阶梯
  1. 1

    现状:半自主
    AI 给出选项,人大体上签字认可



    2

    下一阶段:委托式自主
    人划定边界,AI 在边界内自由行动



    3

    2030 年代:完全自主
    所有目标选择与交战决定都归于 AI



    4

    严峻结局:AI 对 AI
    自主机器以机器速度相互交锋

扩散问题:

与核武器不同,AI 武器以软件为基础,传播速度惊人,最终可能让流氓国家、恐怖组织和犯罪网络也获得自主能力。如今大规模传播虚假信息的同款技术,有朝一日也许会驱动用于暗杀的无人机。

能采取哪些措施?

  1. 国际条约:效仿化学武器公约,通过联合国 CCW 进程等场合,推动对完全自主武器缔结有约束力的禁令。
  2. 确保人的控制:每一个致命决定都必须要求有人进行有实质意义的监督。
  3. 公开透明:应迫使各国披露其自主武器项目。
  4. 合乎伦理的 AI 研发:支持Anthropic 的安全指南等把人类价值观放在首位的举措。
  5. 公众意识:公民需要向政府要求问责,而Stop Killer Robots等网络也指出了参与的途径。

08常见问题

AI 真能造出自主武器吗?
能——AI 已经在驱动自主武器系统,即所谓致命性自主武器系统(LAWS)或「杀手机器人」;它们用 AI 在无人介入的情况下识别、选择并与目标交战。美国、中国、俄罗斯和以色列都已建立不同程度的自主军用 AI 能力。
自主武器合法吗?
目前没有任何国际条约专门禁止这类武器,但其使用仍受国际人道法(IHL)和战争法约束。联合国 CCW 进程一直在辩论是否可能禁止,而主要军事强国抵制全面限制;EU AI Act 把部分军用 AI 列为高风险,却没有径直禁止。
AI 自主武器会带来哪些危险?
主要危险包括:AI 失误导致冲突意外升级、生死抉择缺少人的道德判断、容易遭受黑客攻击和欺骗、难以追究战争罪责任,以及一场可能扰乱全球安全的 AI 军备竞赛。
2026 年杀手机器人已经存在了吗?
自主武器系统在 2026 年确实存在,只是真正独立行动的「杀手机器人」仍然有限。大多数机器处于半自主状态,打击前要等待批准——其中有以色列的 Harpy 无人机、乌克兰战场上的巡飞弹,以及 AI 驱动的防空系统。
该如何监管 AI 武器?
监管可以有几种形态:要求人必须留在回路、建立透明报告义务、对军用 AI 实施出口管制、确立合乎伦理的研发框架,或缔结取缔完全自主武器的条约。Campaign to Stop Killer Robots等组织则推动预防性禁令。
自主武器会被黑客入侵吗?
会——这些机器容易遭到黑客入侵、欺骗和网络攻击,对手可能夺取控制权、喂入虚假数据,或把武器调转对准其操控者。这种网络安全风险,正是反对部署完全自主武器最有力的理由之一。
◆

知微

我们审视 AI 的伦理后果,倡导负责任的研发。本指南已于 2026 年 6 月核查准确性。了解我们的使命:引导 AI 走向安全并广泛造福人类。

Imagine the scene: above a battlefield hangs a drone that never pauses for an operator's order from thousands of miles away. On its own, it spots targets through artificial intelligence, reaches a decision in an instant, and carries out a deadly strike. None of this is lifted from a dark futuristic film. Can AI produce autonomous weapons? The uncomfortable answer is yes—and it is already underway.

Halfway through the 2020s, arguments over lethal autonomous weapons systems (LAWS)—the machines often labeled "killer robots"—have traveled far beyond seminar rooms and into centers of power. AI-enabled weaponry is altering how wars are fought, from the battlefields of Ukraine to Middle Eastern deserts. The harder question is whether it should. That issue deserves a careful look.

01What Exactly Are Lethal Autonomous Weapons Systems (LAWS)?

Before examining the dispute, the subject itself needs pinning down. Lethal Autonomous Weapons Systems (LAWS) are military machines able to:

How autonomy is distributed across military AI
  1. 👤
    Under human control
    →
    🤝
    Human in the loop
    →
    🤖
    Fully autonomous

Three Tiers of Autonomy:

  1. Human-controlled: ordinary weapons in which people make every targeting and firing call.
  2. Human-in-the-loop (semi-autonomous): the AI surfaces and proposes targets, yet a person must authorize deadly force. Most systems today sit at this tier.
  3. Fully autonomous: target selection and engagement happen with no person involved—the contentious "killer robot" case.

02Autonomous Weapons in the Field Today, 2026

One might assume such weapons remain experimental, yet they are already in service across the globe. The following exist now:

🚁In service

Loitering munitions

Known as "kamikaze drones," these weapons can hunt and strike targets on their own and saw heavy use in the Ukraine and Nagorno-Karabakh conflicts.
🛡️Active use

AI air defenses

Systems such as Israel's Iron Dome rely on AI to spot, track, and shoot down incoming missiles and rockets automatically, with little human involvement.
Restricted deployment

Autonomous sentry turrets

South Korea's Super aEgis II detects and engages targets by itself at ranges up to 4km and has been in service since 2010.
Undergoing trials

Unmanned naval craft

AI-driven underwater drones and surface ships patrol on their own, spotting threats and engaging opposing vessels.

Real Cases That Have Made the News:

  • Israel's Harpy: a loitering munition that hunts and knocks out enemy radar without help.
  • Turkey's Kargu-2: fielded in Libya (2020) and reported as the first AI drone to hunt and kill people on its own.
  • The US Project Maven: an AI system that picks out targets inside drone video by itself.
  • Chinese AI swarms: demonstrated coordinated drone groups numbering over 1,000 units operating together autonomously.

03What Lets AI Power These Weapons

Grasping the technology makes both its promise and its danger clearer. The pieces that enable autonomous weapons include:

99%
Claimed accuracy at identifying targets
0.3s
Speed of reaching a decision
24/7
Ability to operate

The Core AI Pieces:

  • Computer vision: video feeds are analyzed to pick out vehicles, people, or weapons.
  • Machine learning: systems draw on earlier engagements to recognize targets more accurately.
  • Natural language processing: intelligence reports and communications are parsed automatically.
  • Swarm intelligence: many drones coordinate to behave as one collective body.
  • Predictive analytics: enemy moves and the best moment to strike are forecast in advance.

04The Ethical Quagmire: Why It Carries Weight

This runs deeper than technology, into questions of morality, responsibility, and where warfare is heading. The ethical worries are profound:

⚖️Critical

A gap in accountability

When an autonomous weapon commits a war crime, where does responsibility lie—with the programmer, the commander, or the machine itself? Existing international law offers no clear reply.
🎯Critical

Civilian deaths

AI cannot reliably tell a surrendering soldier from a threat, or a fighter from a civilian holding a phone, leaving open the danger of catastrophic mistakes.
💀Critical

Making war easier to begin

A country able to fight without endangering its own troops may grow readier to enter conflicts, and autonomous weapons could make war feel "too cheap" to wage.
🔓Critical

Hacking and spoofing

The machines themselves can be hacked, spoofed, or redirected toward their own handlers, a danger that becomes clearer by understanding how AI lends itself to misuse.

The "Flash War" Scenario:

Picture two AI-driven defenses facing off. One mistakes a routine movement for an attack and replies; the second AI answers back at once. Within seconds, a spiral of automated responses could ignite a full war with no person deciding anything at all—the "flash war" that troubles military ethicists.

05Worldwide Rules and the Push for a Ban

Governments worldwide are hurrying to bring the weapons under rules, yet progress moves slowly and quarrels persist. Talks sit within a UN framework—the CCW, the Convention on Certain Conventional Weapons—and a Group of Governmental Experts has met there from 2017 onward to discuss what LAWS rules might look like.

Country or regionStance toward LAWSCurrent standing
European UnionBacks a ban on fully autonomous weaponsFavors regulation
United StatesRejects a ban; prefers "responsible use" guidanceAgainst a ban
ChinaAsks for a ban while continuing its own workMixed messages
RussiaPressing ahead with development and resisting limitsAgainst a ban
UN conventionUnder discussion since 2014; no treaty so farGridlocked

The EU AI Act labels selected military AI uses as high-risk without going so far as to prohibit them. Separately, Stop Killer Robots—a network of more than 300 NGOs, formally the Campaign to Stop Killer Robots—keeps pressing for a preventive worldwide treaty.

06Deployment in the Real World: Already Underway

This is no abstract concern; the weapons have appeared inside actual fighting:

Documented instances:

  • Libya (2020): a UN report indicates Turkish Kargu-2 drones hunted and killed retreating soldiers on their own.
  • Ukraine (2022-2026): AI-enabled loitering munitions and drone groups see heavy use on both sides.
  • Nagorno-Karabakh (2020): Azerbaijani forces fielded autonomous drones to devastating effect against Armenian troops.
  • Gaza and the wider Middle East: Israeli targeting driven by AI (including "The Gospel") processes targets faster than people can review them.

The border between "human-in-the-loop" and "fully autonomous" keeps blurring. Under intense combat, the sheer number of targets often leaves people merely rubber-stamping what the AI recommends, without genuine review.

07Risks Ahead: The AI Arms Race

The gravest danger reaches past today's machines toward what comes next. An AI arms race is already unfolding, with chilling implications:

The ladder of escalation for autonomous weapons
  1. 1

    Where things stand: semi-autonomous
    The AI offers options and people largely sign off



    2

    Coming next: delegated autonomy
    People fix the limits and the AI moves freely within them



    3

    The 2030s: complete autonomy
    Every targeting and engagement call goes to the AI



    4

    A grim outcome: AI versus AI
    Autonomous machines clash at machine speed

The Proliferation Problem:

Unlike nuclear arms, AI weaponry rests on software and can spread with alarming speed, putting autonomous capabilities potentially within reach of rogue states, terrorist groups, and criminal networks. The same technology that carries falsehoods widely might one day drive drones built for assassination.

What Steps Are Possible?

  1. An international treaty: press for a binding prohibition on fully autonomous weapons, modeled on chemical-arms agreements, through forums such as the UN's CCW process.
  2. Guaranteed human control: meaningful oversight by a person must be required for every lethal decision.
  3. Openness: countries should be compelled to reveal their autonomous weapons programs.
  4. Ethical AI work: back efforts including Anthropic's safety guide that put human values first.
  5. Public awareness: citizens need to demand accountability from governments, and networks like Stop Killer Robots point to ways of taking part.

08Frequently Asked Questions

Can AI actually build autonomous weapons?
Yes—AI already powers autonomous weapons systems, the machines called lethal autonomous weapons systems (LAWS) or "killer robots," which use AI to identify, select, and engage targets without a person stepping in. The US, China, Russia, and Israel have each built different levels of autonomous military AI.
Are autonomous weapons legal?
At present, no international treaty specifically prohibits the weapons, although international humanitarian law (IHL) and the laws of war still govern their use. The UN's CCW process has debated a possible ban while leading military powers resist broad restrictions, and the EU AI Act labels some military AI high-risk without banning it outright.
What dangers come with AI autonomous weapons?
The principal dangers are conflicts that escalate by accident through AI error, the absence of human moral judgment over life-and-death choices, exposure to hacking and spoofing, the difficulty of assigning blame for war crimes, and an AI arms race that could unsettle security worldwide.
Do killer robots exist in 2026?
Autonomous weapons systems do exist in 2026, although genuinely independent "killer robots" remain limited. Most machines are semi-autonomous and wait on approval before striking—among them the Harpy drone from Israel, the loitering munitions fielded across Ukraine, and air defenses driven by AI.
How might AI weapons be regulated?
Regulation could take several forms: a requirement that a person stay in the loop, transparent reporting obligations, export controls covering military AI, ethical development frameworks, or treaties that outlaw fully autonomous weapons. Groups including the Campaign to Stop Killer Robots press for preventive bans.
Can autonomous weapons be hacked?
Yes—the machines are open to hacking, spoofing, and cyberattack, since an opponent might seize control, feed in false data, or redirect a weapon toward its handlers. That cybersecurity exposure ranks among the strongest reasons against fielding fully autonomous weapons.
◆

知微

We examine AI's ethical consequences and advocate responsible development. This guide was checked for accuracy in June 2026. Read about our mission to steer AI toward safety and broad benefit.