How Automated Weaponry, International Complicity, and Legal Evasion Are Reshaping Modern Warfare

A Research Paper by Andrew Klein

Date: August 2026

Dedicated to: The people of Gaza, who are being exterminated by algorithms, and to all those who refuse to look away.

Abstract

This paper examines the deployment of automated weapon systems in the Gaza Strip, focusing on the installation of over 100 military cranes equipped with American-made M61 Vulcan machine guns along Gaza’s borders. Drawing on open-source intelligence, legal analysis, and international law, it documents how these systems—operating autonomously through AI-enabled target recognition—have transformed Gaza into a “yellow zone” where civilian life is subject to algorithmic death. The paper analyses the complicity of the Australian government, Australian companies, and the broader Western military-industrial complex in supplying components, software, and logistical support for these systems. It identifies the legal liabilities under Australian and international law for individuals and entities involved in this supply chain, and draws parallels to the Berlin Wall as a symbol of illegal division and collective punishment. The paper concludes that the Gaza killing system represents a new threshold in warfare—one that demands urgent legal, political, and moral response.

Table of Contents

1. Introduction: The Crane That Kills

2. The Technology: The M61 Vulcan and the “Yellow Zone”

3. The Deployment: A New Form of Siege

4. The Automation: AI, Targeting, and the Removal of Human Judgment

5. The Legal Framework: What the Law Says

6. Australian Complicity: The F-35 Supply Chain and Beyond

7. The Berlin Wall Precedent

8. Implications for Australian Law and Accountability

9. Conclusion: The Obligation to Act

10. References

1. Introduction: The Crane That Kills

In mid-2026, reports emerged from Gaza that the Israeli army had deployed more than 100 military cranes along the borders of the Strip. These are not construction cranes. Each is equipped at its top with an American-made M61 Vulcan machine gun, capable of firing 6,000 rounds per minute, with an effective range of 3,000 meters. The gun operates automatically: a radar chamber beneath it analyses data and translates it into immediate firing commands, capable of hitting more than 1,000 moving targets in a minute.

The guns are positioned to cover the entire remaining area of Gaza, which has been reduced to a narrow coastal strip of less than 3 kilometres in width . The cranes are part of a systematic plan to expand Israeli control, known as the “Yellow Line,” which has now swallowed 70% of Gaza’s total area . This is not a security measure. It is a killing system.

2. The Technology: The M61 Vulcan and the “Yellow Zone”

2.1 The M61 Vulcan

The M61 Vulcan is a hydraulically or pneumatically driven, electrically fired, air-cooled, six-barrel rotary cannon. It has been in service since 1959 and is used by the United States, Israel, Australia, and dozens of other nations. Its primary use is on fighter aircraft, but it has also been deployed as a ground-based air defence system in the form of the M167 VADS and M163 VADS. Israel is one of the nations that still operates these ground-based systems.

The Vulcan’s rate of fire—6,000 rounds per minute—is not a deterrent. It is an execution mechanism. When combined with automated targeting, it eliminates the need for a human to aim, decide, or hesitate.

2.2 The “Yellow Line”

The “Yellow Line” is a term used by Israeli forces to describe the areas of Gaza under permanent military control, marked by yellow cubes placed at checkpoints and control points. The line has expanded rapidly, swallowing entire neighbourhoods and pushing Palestinians into a narrow, overcrowded coastal strip.

The areas left to Gaza’s residents are less than 3 kilometres wide—well within the effective range of the Vulcan. Any person in Gaza is now within the kill zone of these automated cranes.

3. The Deployment: A New Form of Siege

The cranes are not static. They are part of a coordinated, systematic strategy of siege by automation. The cranes operate continuously, firing “randomly and almost continuously at tents, streets, and exposed neighbourhoods”. They are not targeting military objectives—they are creating a state of permanent terror.

This is a new form of warfare. It is not a battle. It is a sentence.

4. The Automation: AI, Targeting, and the Removal of Human Judgment

The cranes are equipped with radar chambers that “analyses data and translates it into immediate firing commands” . This is not a human decision. It is an algorithmic one.

4.1 The Role of AI in Targeting

The Israeli military has been using AI-enabled decision-support systems (AI-DSS) in Gaza since at least 2021, with systems such as “Lavender,” “Where’s Daddy?” and “The Gospel”. These systems generate target recommendations by analysing data patterns—not by identifying military objectives. As one senior IDF officer put it, AI was a “key component and power multiplier” in the 2021 war, described by some as the “first artificial-intelligence war”.

4.2 The Responsibility Gap

The use of AI in targeting creates a “responsibility gap” —a legal and moral vacuum in which commanders can evade liability for war crimes. As one legal analysis notes, AI systems “augment human decision-making while simultaneously introducing opacity and bias”. This opacity means that decisions to kill are made without meaningful human oversight, and when civilians are killed, the blame is diffused across a complex system of algorithms, operators, and commanders.

4.3 The “Alibi of AI”

AI is being used as an “alibi” for wholesale killing. The presence of a “human-in-the-loop” is “effectively nothing more than a convenient fallacy”. Humans are not making decisions—they are rubber-stamping algorithms. The cranes are the physical manifestation of this process: they are automated weapons, not merely “autonomous” ones.

5. The Legal Framework: What the Law Says

5.1 The Genocide Convention

The International Court of Justice (ICJ) is currently hearing a case brought by South Africa against Israel for alleged violations of the Genocide Convention. The case has been joined by Belgium, Ireland, Mexico, Spain, and Turkey. The ICJ has already issued binding orders calling on Israel to prevent acts that could constitute genocide and to allow humanitarian aid into Gaza.

The deployment of the cranes, which are designed to kill anyone in Gaza without discrimination, is a direct violation of the ICJ’s orders.

5.2 The Arms Trade Treaty

Australia is a party to the United Nations Arms Trade Treaty, which regulates the export of “conventional arms,” including combat aircraft, armoured vehicles, and “parts and components” that provide the capability to assemble conventional arms. The Treaty prohibits the sale of goods if there is knowledge—or even suspicion—that they would be used to commit “gross human rights violations” such as genocide or crimes against humanity.

5.3 International Humanitarian Law

The principle of distinction under international humanitarian law requires parties to distinguish at all times between civilians and military objectives. The automated firing of the cranes, which can hit anyone within 3 kilometres, is a direct violation of this principle. The principle of proportionality prohibits attacks that may be expected to cause incidental loss of civilian life or damage to civilian objects that would be excessive in relation to the concrete and direct military advantage anticipated. The cranes, which fire indiscriminately at a civilian population, clearly violate this principle.

6. Australian Complicity: The F-35 Supply Chain and Beyond

6.1 The F-35 Component Supply Chain

Australia is a key partner in the F-35 fighter jet program, with more than 70 Australian companies contributing to the jet’s production and spare parts supply. Some components are made exclusively by Australian companies. Israel is a known operator of the F-35 and has confirmed using it in Gaza.

While the Australian government has argued that it only provides “non-lethal” parts for F-35s, the UN Arms Trade Treaty stipulates that “parts and components” are subject to the same regulations as the full weapon. Senator David Shoebridge has pointed out that international law makes no distinction: “parts of weapons are weapons” .

6.2 The Legal Action

A group of Palestinian human rights organisations, represented by the Australian Centre for International Justice (ACIJ), has launched legal action against the Defence Department seeking documentation relating to permits for military exports to Israel. The organisations want to determine whether Defence Minister Richard Marles properly assessed the risk that the military goods “may be used to commit or facilitate serious human rights abuses”.

The ACIJ has noted that Australia’s arms export regime operates with “minimal public scrutiny, and no meaningful visibility as to what exports have been approved”. This secrecy is itself a violation of the Arms Trade Treaty.

6.3 Individual Liability

Any Australian individual, business, or government official involved in the supply of parts, AI, or IT to operate the cranes or related killing systems may be liable under Australian law for:

1. Breach of the Arms Trade Treaty: The export of parts or components that enable the operation of the cranes may constitute a breach of the Treaty.

2. Complicity in War Crimes: Under the Criminal Code Act 1995 (Cth), it is an offence to commit, or be complicit in, war crimes, crimes against humanity, or genocide. Australian companies and officials who knowingly supply components to a state that is committing genocide may be complicit.

3. Breach of the Anti-Money Laundering and Counter-Terrorism Financing Act 2006: The financing of military exports to a state accused of genocide may constitute a breach of this Act.

4. Breach of the Defence Trade Controls Act 2012: This Act regulates the export of defence and strategic goods. Any Australian company exporting components to Israel may be in breach of this Act if the goods are used in a way that violates international law.

7. The Berlin Wall Precedent

The deployment of the cranes and the expansion of the “Yellow Line” echo the construction of the Berlin Wall. Just as the Berlin Wall was a symbol of division, illegal under international law, the wall Israel has built inside the Occupied Palestinian Territories is a symbol of illegal annexation and collective punishment.

The International Court of Justice issued an advisory opinion in 2004 declaring that the wall Israel was building in the West Bank was illegal and calling for its dismantlement. Israel ignored that ruling, just as it is ignoring the ICJ’s current orders . The cranes are the next step in a pattern of defiance: first a wall, then a wall of guns, then a wall of automated death.

8. Implications for Australian Law and Accountability

The evidence presented in this paper has clear implications for:

1. The Australian Government: The government must immediately suspend all military exports to Israel and disclose all permits for military exports to Israel. Failure to do so may constitute a breach of the Arms Trade Treaty and international law.

2. Australian Companies: Any Australian company involved in the supply of components, software, or IT for the cranes or related systems should immediately cease those activities and seek legal advice.

3. Australian Individuals: Any Australian individual involved in the supply chain—whether as an employee, contractor, or director—may be personally liable for complicity in war crimes.

4. The Australian Parliament: The Parliament should establish an inquiry into Australia’s arms export regime and its complicity in the Gaza genocide.

9. Conclusion: The Obligation to Act

The cranes of Gaza are not a distant horror. They are a direct consequence of the global military supply chain, and Australia is part of that chain. The cranes are powered by AI, operated by algorithms, and supplied by Western companies. They are the physical manifestation of a system that has learned to kill without human hesitation.

We cannot say we did not know. The evidence is in the public record. The ICJ is hearing the case. The cranes are in plain sight.

The only question is: What will we do about it?

10. References

1. Goldilocks. (2026). Substack post on Gaza cranes. 16 June 2026 .

2. Wikipedia. M61 Vulcan. .

3. Al-Quds. (2026). ‘Yellow Line’ plan swallows 70% of Gaza’s area. 18 June 2026 .

4. WAFA Agency. (2009). Berlin Wall Fall, while Wall Ruin Shameful Silence Dividing Palestine. 16 December 2009 .

5. ABC News. (2026). Palestinian rights groups file legal action over Australia’s arms exports to Israel. 14 April 2026 .

6. Cho, K. H. (2026). Piercing the Algorithmic Fog of War: AI-Enabled Decision-Support Systems and the Responsibility Gap for War Crimes under the Rome Statute. UC Law SF International Law Review, 49(1) .

7. International Court of Justice. (2026). Order fixing time-limits: Reply and Rejoinder – South Africa v. Israel. 21 May 2026 .

8. Airforce. (2023). Why The F-15I “Ra’am” Fighter Is So Crucial For Israel. .

9. New Matilda. (2008). One Wall Obama Won’t Be Breaching. 29 July 2008 .

10. Springer. (2025). The alibi of AI: algorithmic models of automated killing. Digital War, 6, 9 .

11. SABA News. (2025). Belgium joins South Africa’s Genocide Case Against Israel. 23 December 2025 .

12. Apple Podcasts. (2024). IDF Controls Philadelphi Corridor. 30 May 2024 .

13. Al-Khabar Al-Yemeni. (2026). Israeli occupation army expands yellow zone in Gaza Strip. 26 April 2026 .

14. NZ Herald. (2003). UN rebuke fails to stop wall building. 22 October 2003 .

Signed:

Andrew Klein

August 2026

“We are not measured by what we lost, but by what we carried.”

— Quintus Rex