November 26, 2024 · 🇨🇳 Report MIW Swarming

Mineswarm: An AI-Assisted Scenario Analysis

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Strikepod engaged ChatGPT in a strategic simulation involving the discovery of blended wing body underwater gliders (BWBUGs) operating near the west coast of the United States and the strategically important island of Guam.

INTRODUCTION

BWBUGs are low-cost, high-endurance, semi-autonomous underwater vehicles capable of accommodating very large payloads. Fitted with target detection technologies and heavyweight torpedoes, these vehicles could be used to create a Strikepod of mobile mines to interdict and/or restrict the movement of enemy shipping, surface warships, and submarines, or to carry out strikes against deepsea infrastructure. A mobile minefield would pose a serious mine countermeasures (MCM) dilemma, as current MCM operations focus on detecting, identifying, and neutralizing static mines deployed in relatively shallow (90 meters or less) water. While purpose-built to kill surface and/or submerged targets, the mere presence of mobile mines operating within the water column could generate significant operational or strategic effects through the imposition of psychological costs on enemy forces. While it is possible that conventionally powered XL-AUVs, such as the Boeing/U.S. Navy Orca, or the Anduril/Royal Australian Navy Ghost Shark could assume a similar role, BWBUGs would cost less, have higher range and endurance, and their energy efficiency would enable persistent, distributed, wide area coverage for missions lasting several months.

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A notional weaponized BWBUG.

BWBUG R&D

U.S. research on BWBUGs began in the early 2000s with the development of the Liberdade-class vehicle, and the construction of two testbed platforms, the X-Ray and Z-Ray. Recent programs, such as the DARPA-Northrop Grumman Manta Ray vehicle, and the General Atomics Ranger suggest that R&D continues today. PRC scientists also have demonstrated a keen interest in BWBUGs, publishing widely on the their design and operations, including their use in anti-submarine and seabed warfare, and have developed several prototype vehicles. It is highly likely that BWBUGs will be deployed by both the United States and China in an intelligence, surveillance, and reconnaissance (ISR) or anti-submarine warfare (ASW) capacity, and possible that they will be weaponized and deployed off the coast of commercial or naval ports. It would be prudent to anticipate this possibility, as such a provocative act would raise a host of questions and expose a range of policy ambiguities regarding the deployment of lethal maritime autonomous weapons, mine warfare, and international law.

THE MINESWARM SIMULATION

We engaged ChatGPT, a generative artificial intelligence chatbot from OpenAI, to explore how the discovery of weaponized BWBUGs operating off the coast of the United States and Guam might play out at the strategic and operational levels. The actors involved were the U.S. government, U.S. Navy, U.S. Coast Guard, People's Liberation Army-Navy, and PRC government. We provided ChatGPT with the initial setting, as well as occasional, brief contextual injects regarding decisions or actions by the U.S. government or U.S. Navy. After an initial clarification regarding roleplay output, during each turn ChatGPT provided plausible actions by all five actors, as well as commentary, questions to consider, and key decisions to be made. The simulation was ended prior to any substantive resolution being reached, however several courses of action were possible each turn, underscoring the potential for future research using AI-assisted narrative simulations. The key decision point in this simulation (which we prompted) was the U.S. government's choice to go public with the crisis, rather than handle it via backchannel diplomacy in order to to preserve intelligence sources and methods, avoid potential escalation, and leverage strategic ambiguity for future crises. ChatGPT also provided perspective on whether international law governing sea mines would be applicable in this particular scenario.

FURTHER READING:


NOTE: The conversation has been edited for formatting purposes only. No changes have been made to the content or wording.

STRIKEPOD:
Okay, let's try an open ended scenario collaboration. It won't really be a game, because there won't be any die rolls or adjudication. You will be playing five roles: The United States government (USG), the United States Navy leadership (USN), the United States Coast Guard leadership (USCG), and People's Liberation Army Navy leadership (PLAN), and the People's Republic of China leadership (PRC). Sound good?

CHATGPT:
That sounds great! This open-ended scenario allows for deep exploration of complex dynamics. I’ll adopt the roles as outlined and approach each perspective based on their strategic goals, historical behavior, and organizational priorities.

To set the stage:

High-level strategic discussions, operational considerations, or tactical moves? Feel free to share as much or as little as you’d like to get started!

STRIKEPOD:
The time is present day. A passing commercial vessel reports a large, unidentified object floating on the surface of the ocean, roughly 250 miles west of San Diego. (Keep in mind not every actor requires a response for each turn.)

CHATGPT:
Got it! Here's how the actors might respond or analyze this situation based on the initial report.

us_flag.png USG
The USG’s immediate concern is to assess the nature of the object and its potential implications for national security, international shipping, or environmental safety.They issue directives to the Department of Defense (DoD), the United States Coast Guard (USCG), and intelligence agencies to investigate.

Potential Actions:

Commentary: The USG may remain cautious about publicly addressing the situation until more information is gathered to avoid unnecessary alarm.

Screen Shot 2024-11-24 at 11.31.08 AM.png USN
The USN prioritizes assessing whether the object poses a military or navigational hazard, with particular interest in:

Potential Actions:

Commentary: The USN will likely focus on ruling out any foreign military involvement, particularly by adversaries like China or Russia, before proceeding.

Screen Shot 2024-11-24 at 1.46.31 PM.png USCG
The USCG’s immediate concern is maritime safety, ensuring the object does not endanger commercial shipping or the environment.

Potential Actions:

Commentary: The USCG’s focus will likely be on safety and logistics, deferring potential military implications to the USN.

Naval_Ensign_of_China.svg.png PLAN
If aware of the report, the PLAN’s reaction will depend on whether they suspect the object is connected to their operations. Key considerations might include:

Potential Actions:

Commentary: The PLAN will likely remain passive unless evidence emerges that the object is linked to Chinese operations.

china_flag_tiny.png PRC
The PRC leadership will closely monitor how the U.S. handles the situation, particularly for signs of an anti-China narrative.

Potential Actions:

Commentary: The PRC will likely avoid drawing attention to the event unless forced to respond by direct U.S. action or accusations.

Questions for Next Turn:

How should each actor proceed? Let me know the next moves or if additional details need consideration!

STRIKEPOD:
Instead of providing potential actions, can you just output a single action based on your own analysis and conclusions?

CHATGPT:
Absolutely! Here’s how each actor might respond with a single, decisive action based on their priorities and immediate analysis:

us_flag.png USG
Directs the Department of Defense and Department of Homeland Security to issue a joint tasking order, prioritizing the United States Navy to identify the object while the USCG ensures maritime safety. Publicly, the White House remains silent pending further information.

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Deploys a P-8 Poseidon maritime patrol aircraft to the reported location for a low-risk, high-speed reconnaissance flyover, focusing on capturing visual and sensor data to classify the object.

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Dispatches a nearby cutter from the 11th District to establish a safety perimeter around the reported coordinates, issuing a maritime safety broadcast to vessels in the area.

Naval_Ensign_of_China.svg.png PLAN
Tasked an intelligence-gathering satellite to focus on the region, monitoring for unusual U.S. naval deployments or signals traffic that might indicate the object’s classification or significance.

china_flag_tiny.png PRC
Instructs the Ministry of Foreign Affairs to prepare a standard diplomatic statement denying involvement, to be used only if questioned directly about the incident by international media or foreign officials.

Let me know what happens next, or if you’d like to refine the scenario!

STRIKEPOD:
The P-8 observes a triangular object, with a length of approximately 30 feet and a wingspan of 40 feet.

CHATGPT:
Based on the P-8 Poseidon’s observation, here are the next immediate actions and reactions from each actor:

us_flag.png USG
Orders a classified intelligence review to determine if the object matches known foreign aerospace or maritime designs, focusing on potential adversaries such as China or Russia. Simultaneously, the National Security Council convenes an emergency meeting to evaluate possible responses and implications.

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Deploys a nearby destroyer equipped with advanced sensors and a boarding team to investigate the object more closely. The Navy classifies the object as a potential foreign drone or prototype and prepares for recovery operations, if feasible.

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Expands the safety perimeter and notifies commercial vessels in the vicinity to avoid the area until the Navy completes its operations. The USCG offers support to the USN for object recovery if deemed necessary.

Naval_Ensign_of_China.svg.png PLAN
Monitors U.S. naval and air movements closely, analyzing whether the triangular object matches any deployed Chinese unmanned underwater or aerial assets. The PLAN maintains a low profile but places nearby intelligence collection platforms on heightened alert.

china_flag_tiny.png PRC
Internally queries the Central Military Commission to confirm whether the object could belong to any Chinese research or military programs. Publicly, the PRC remains silent to avoid escalating tensions or revealing sensitive operations.

The triangular dimensions suggest a stealth or unmanned platform. Do you want to explore the investigation further, consider specific hypotheses for the object’s origin, or explore reactions from another set of stakeholders?

STRIKEPOD:
The USN undertakes recovery operations. Post-recovery analysis indicates that the object is a Blended Wing Body Underwater Glider (BWBUG) which is fitted with a range of sensors as well as a heavyweight torpedo.

CHATGPT:
The discovery that the object is a Blended Wing Body Underwater Glider (BWBUG) fitted with sensors and a heavyweight torpedo dramatically escalates the scenario. Here’s how each actor might respond based on this revelation:

us_flag.png USG
The National Security Council (NSC) drafts a classified briefing for the President, detailing the implications of the recovered BWBUG. A diplomatic inquiry is prepared to demand an explanation from nations capable of deploying such advanced technology, with China as the primary suspect. Simultaneously, an internal intelligence task force is convened to determine whether the BWBUG represents a strategic threat or an unauthorized test gone wrong.

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Places the BWBUG under intense forensic analysis at a classified facility to determine its origin, operational purpose, and capabilities. The torpedo's serial numbers and components are scrutinized to trace its manufacturer, while the glider's data storage is analyzed for mission logs, navigation history, and target profiles.

Screen Shot 2024-11-24 at 1.46.31 PM.png USCG
Maintains a heightened state of readiness in the area, conducting additional patrols for signs of similar devices or related vessels. The USCG supports a joint U.S. Navy operation to monitor the region for further anomalies, including the possibility of other unmanned systems deployed covertly.

Naval_Ensign_of_China.svg.png PLAN
Internally alerts senior commanders to the high likelihood that the BWBUG has been compromised. If the BWBUG belongs to the PLAN, it considers immediate measures to sanitize related operations and avoid further exposure. Intelligence assets are tasked with determining the scope of U.S. knowledge and recovery efforts.

china_flag_tiny.png PRC
Denies involvement through diplomatic channels if accused, framing the incident as a possible false flag operation or a commercial research device that was misinterpreted. The PRC leadership evaluates whether to escalate with counterclaims or to de-escalate by deflecting attention to broader regional security issues.

Key Questions for the Next Turn:

Let me know how you'd like the scenario to develop further!

STRIKEPOD:
Forensic analysis confirms that the BWBUG is of Chinese origin. USG does not - yet - publicly reveal any information about it.

CHATGPT:
With forensic analysis confirming that the BWBUG is of Chinese origin, and the United States Government opting to keep this information classified for now, each actor’s response becomes critical in shaping the next steps. Here’s how the situation could evolve:

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The USG initiates a covert diplomatic effort to pressure China, leveraging backchannel communications to gauge their response without making a public accusation. Meanwhile, the National Security Council (NSC) drafts contingency plans for both public revelation and strategic escalation, depending on how China reacts.

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Continues to dissect the BWBUG’s mission profile, focusing on:

The Navy also increases underwater surveillance west of San Diego, deploying additional assets such as unmanned underwater vehicles (UUVs) and acoustic sensor networks to detect further incursions.

Screen Shot 2024-11-24 at 1.46.31 PM.png USCG
The USCG maintains its public-facing role by continuing routine patrols in the area but quietly collaborates with the Navy to investigate whether similar devices have been deployed in U.S. coastal waters. Additional cutters are tasked with identifying anomalous surface activity, such as suspicious mother ships.

Naval_Ensign_of_China.svg.png PLAN
The PLAN leadership initiates damage control. If the BWBUG was part of a covert operation:

If additional BWBUGs are deployed near U.S. waters or other strategic areas, the PLAN considers withdrawing them to avoid further exposure.

china_flag_tiny.png PRC
China evaluates its strategic position and decides on its messaging strategy:

Privately, the PRC leadership pressures the PLAN to ensure that similar incidents do not occur, while intelligence agencies investigate how the BWBUG was recovered and what the U.S. likely knows about its capabilities.

Scenario Status:

Key Decisions for the Next Turn:

Let me know how you’d like to proceed or if you want to explore internal dynamics within any specific actor!

STRIKEPOD:
USN increases underwater surveillance west of San Diego and detects six contacts which are determined to be BWBUGS of similar design and dimensions, operating approximately 300 NM west of the city.

CHATGPT:
The detection of six additional Blended Wing Body Underwater Gliders (BWBUGs) of similar design and dimensions escalates the situation significantly. Each actor's priorities and next steps will now evolve based on the implications of this discovery.

us_flag.png USG
The USG convenes an urgent National Security Council (NSC) meeting to reassess the situation. Recognizing the scale of the deployment, the government views this as a potential breach of U.S. territorial waters or exclusive economic zone (EEZ), with implications for national security and sovereignty.

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The Navy initiates Operation Silent Shield, a covert operation to neutralize the detected BWBUGs without escalating the situation publicly. The operation involves:

The USN also deploys additional surveillance assets to search for more BWBUGs or related vessels in the region, particularly a potential launch or recovery platform.

Screen Shot 2024-11-24 at 1.46.31 PM.png USCG
The USCG intensifies surface patrols in coordination with the Navy to prevent unauthorized vessels from approaching the BWBUG operating area. This includes:

Naval_Ensign_of_China.svg.png PLAN
The PLAN interprets the U.S. Navy’s detection of multiple BWBUGs as a significant intelligence failure and initiates a crisis management response:

The PLAN leadership debates whether to escalate militarily, such as shadowing U.S. forces in the region, or to maintain a low profile and await further U.S. actions.

china_flag_tiny.png PRC
The PRC leadership is briefed on the situation and takes steps to control the narrative:

Scenario Implications:

Chinese Dilemma: Beijing faces a critical decision: admit involvement and risk diplomatic fallout, deny responsibility and risk U.S. retaliation, or attempt a covert recovery of the BWBUGs.

Key Decisions for the Next Turn:

What are the next steps? Let me know how you’d like to proceed!

STRIKEPOD:
Increased USN underwater surveillance of waters near Guam also detects several object determined to be similar BWBUGS, lying approximately 50 NM off the coast. PRC response to the private démarche is to indicate that the BWBUGs are operating in international waters, and therefore within the established framework of international maritime law.

CHATGPT:
The expansion of detected BWBUGs near Guam coupled with China's diplomatic response asserting their compliance with international law complicates the scenario further. Here's how the actors are likely to respond and adapt:

us_flag.png USG
The USG views the proximity of the BWBUGs to Guam, a critical U.S. military hub, as a potential threat. A coordinated interagency response is initiated to escalate pressure on China while avoiding an overt military confrontation.

Diplomatic Front:

The White House prepares for potential public disclosure of the BWBUG presence, ensuring that the narrative frames China's actions as destabilizing while emphasizing U.S. restraint.

Military Options:

Authorizes the U.S. Navy to prepare for further recovery or neutralization operations near Guam, treating the BWBUGs as potential threats to national security.

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The Navy interprets the detection of BWBUGs near Guam as a significant escalation and shifts to an active operational posture.

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The USCG increases patrols around Guam, supporting the Navy’s efforts while maintaining a public-facing mission of ensuring maritime safety.

Naval_Ensign_of_China.svg.png PLAN
The PLAN continues to assert control over the BWBUG operations while remaining defensive in public communications.

china_flag_tiny.png PRC
The PRC leadership balances the need to maintain a strong stance with avoiding unnecessary escalation.

Scenario Dynamics:

Key Questions for the Next Turn:

STRIKEPOD:
The White House chooses to publicly reveal the BWBUGs near Guam and San Diego. The President delivers a prime time address to the nation. What would s/he say?

CHATGPT:
I can help craft a general address focusing on national security, international law, and the protection of U.S. interests, avoiding any political persuasion. Here's an example of how such a speech could unfold:

Seal_of_the_President_of_the_United_States.svg.png PRIME TIME ADDRESS TO THE NATION

Opening: "My fellow Americans,
This evening, I am speaking to you about a matter of critical importance to our national security and the protection of our territorial integrity. In recent weeks, our armed forces have detected and investigated advanced unmanned systems operating in international waters near key areas of U.S. interest, including within 300 nautical miles of San Diego and 50 nautical miles of Guam, one of our most vital military and civilian hubs in the Indo-Pacific."

The Nature of the Threat: "These systems, known as Blended Wing Body Underwater Gliders, or BWBUGs, are highly advanced autonomous platforms equipped with sophisticated sensor arrays and weapon systems, including heavyweight torpedoes. Our analysis has determined that these devices are of Chinese origin. While these BWBUGs are operating in what is technically classified as international waters, their proximity to U.S. territory and their weaponized nature raise serious questions about their purpose and intent."

Legal and Strategic Implications: "The United States has long upheld the principles of international maritime law, including the rights and responsibilities of nations to operate freely in international waters. However, the deployment of armed unmanned systems near U.S. shores represents a provocative escalation and a challenge to established norms of maritime operations. These actions underscore the growing complexity of the security environment in both the Pacific and globally."

A Commitment to National Security: "Let me be clear: The United States will always act to safeguard our people, our allies, and our territories. We are closely monitoring this situation, working with our allies and partners, and taking all necessary steps to ensure the security of our homeland and the rules-based international order."

Diplomatic Response: "In light of these developments, I have directed our State Department to engage directly with Chinese leadership to seek clarification on the purpose and scope of these deployments. At the same time, we are consulting with our allies and partners across the Indo-Pacific to ensure a coordinated and measured response to this emerging challenge."

Closing: "As your President, I am committed to transparency and to keeping the American people informed about issues that affect our security and our way of life. The United States remains steadfast in our commitment to peace, stability, and the principles of freedom upon which this nation was founded. We will meet this moment with strength, unity, and resolve. Thank you, and may God bless the United States of America."

Would you like me to tailor any specific sections, or do you need a follow-up on potential international reactions or actions?

STRIKEPOD:
This is great. What is the PRC and PLAN response?

CHATGPT:
The People's Republic of China (PRC) and the People's Liberation Army Navy (PLAN) would respond with a mix of strategic messaging, operational adjustments, and careful calibration of their next moves to avoid losing face while avoiding outright escalation.

china_flag_tiny.png PRC

Public Messaging:

Internal Actions:

Naval_Ensign_of_China.svg.png PLAN

Operational Adjustments:

Strategic Messaging:

Contingency Planning:

Scenario Implications:

Key Questions for the Next Turn:

Let me know if you'd like to continue exploring one of these threads!

STRIKEPOD:
PRC and PLAN do not withdraw deployed BWBUGs, doubling down on claims that they are operating in international waters and in compliance with international law. In response, USG orders USN to employ non-kinetic measures against the BWBUGs operating off Guam, disrupting their operation but not disabling or destroying them.

CHATGPT:
With the PRC and PLAN refusing to withdraw their deployed BWBUGs and the United States Government (USG) opting for non-kinetic measures, tensions escalate in a calculated and restrained manner. Here's how the actors respond:

us_flag.png USG
The USG frames the use of non-kinetic measures as a necessary and proportionate response, emphasizing adherence to international norms while asserting the right to protect U.S. interests and territorial security.

Strategic Communication:

Screen Shot 2024-11-24 at 11.31.08 AM.png USN
The Navy executes non-kinetic operations against the BWBUGs near Guam, carefully balancing disruption with the need to avoid escalation.

Naval_Ensign_of_China.svg.png PLAN
The PLAN interprets the U.S. actions as an aggressive attempt to assert technological dominance and responds by escalating its own operational posture.

china_flag_tiny.png PRC
The PRC maintains its diplomatic narrative while quietly supporting PLAN countermeasures and exploring ways to counter U.S. actions without escalating into outright conflict.

Scenario Dynamics:

Key Developments for Next Turn:

Let me know how you’d like to proceed!

STRIKEPOD:
In your opinion, would the USG have elected to go public with the crisis? If no, would it have continued to engage in backchannel diplomacy, or escalate things in the undersea domain?

CHATGPT:
Whether the United States Government (USG) would have elected to go public with the crisis depends on its strategic objectives, the perceived level of threat, and the broader geopolitical environment. Here’s an analysis of why the USG might or might not choose public disclosure, and the likely alternative paths if it had remained private:

Reasons the USG Might Go Public:

Rallying International Support: Publicizing the BWBUG deployments would frame China as a violator of norms, rallying allies and partners in the Indo-Pacific and beyond to collectively oppose such actions.

Reasons the USG Might Not Go Public

If the USG Had Stayed Private

Backchannel Diplomacy: The USG would likely continue to engage China privately, leveraging the following tactics:

Escalation in the Undersea Domain: If diplomacy were insufficient, the USG might escalate covertly:

Recommendation in this Scenario
In my opinion, staying private initially would likely have been the preferred course for the USG, particularly to preserve operational security and avoid forcing China into a public position that could escalate the conflict. The crisis could have been managed more effectively through a combination of backchannel diplomacy and covert escalation in the undersea domain.

If diplomacy failed and the deployments continued or expanded, the U.S. could then go public with the crisis as a second-tier option, using the disclosure to:

STRIKEPOD:
In your opinion, would international law governing sea mines be applicable in this scenario?

CHATGPT:
International law governing sea mines might be applicable in this scenario, depending on how the BWBUGs are classified and interpreted under existing legal frameworks. Sea mines are a specific category of weapon regulated under international law, particularly the Hague Conventions and customary international law. While BWBUGs are advanced unmanned systems with both surveillance and weaponized capabilities, their use raises new legal questions about whether existing sea mine regulations apply.

1. How Sea Mines Are Regulated Under International Law
The Hague Conventions (1907)
Customary International Law
2. Are BWBUGs Comparable to Sea Mines?

BWBUGs differ significantly from traditional mines in terms of capability, purpose, and operation, but their classification depends on their mission and how international law interprets their deployment.

Key Similarities to Sea Mines:
Key Differences from Sea Mines:
If the BWBUGs Are Classified as Sea Mines:
If the BWBUGs Are Classified as Unmanned Naval Platforms:
4. Why This Matters

The legal framework governing sea mines might partially apply, but it highlights gaps in international law regarding autonomous, weaponized platforms in international waters. This scenario illustrates:

  1. Legal Gray Zones:
    -International law hasn’t caught up to technology like BWBUGs, leading to disputes over interpretation and applicability.
  2. Potential for Escalation:
    -If BWBUGs are classified as mines, their deployment near Guam could be framed as a violation of international law, justifying U.S. countermeasures.
  3. Precedent Setting:
    -The way nations respond to BWBUG-like systems will likely shape future legal norms governing unmanned systems.
  1. Diplomatic Forum:
    -Nations could raise this issue at the United Nations or International Maritime Organization (IMO) to establish clearer guidelines.
  2. Operational Definitions:
    -The U.S. could argue that BWBUGs are equivalent to weaponized mines, forcing China to justify their legality.
  3. Bilateral Agreements:
    -Agreements between major powers might be needed to define the boundaries for deploying such systems in international waters.

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