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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>4.3 Cyberattacks, weapon development or use, and mass harm - Vulnerability (Actors)</title>
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<div class="container">
<h1>4.3 Cyberattacks, weapon development or use, and mass harm - Vulnerability (Actors)</h1>
<div class="selection-title">Select a actor:</div>
<div class="nav-pills">
<button class="nav-pill active" data-target="AIDeveloperSpecializedAI">
AI Developer (Specialized AI)
</button>
<button class="nav-pill" data-target="AIInfrastructureProvider">
AI Infrastructure Provider
</button>
<button class="nav-pill" data-target="AffectedStakeholder">
Affected Stakeholder
</button>
</div>
<div class="content-sections">
<div class="entity-section active" id="AIDeveloperSpecializedAI">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme."</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIInfrastructureProvider">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Every actor has been successfully targeted by AI-assisted cyberattacks. Infrastructure operate live keys, CI/CD, networks, and data, so risk is high.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"Given every one of these groups has been successfully targeted by AI assisted cyber attacks already, that has to suggest they're vulnerable. As the cost of developing leading models grows, so too does the incentive to hack them. If it costs a trillion dollars to train a model, it costs a lot less to hack the company and steal the model. How do you scale your cyber offensive capability to those levels in a short timeframe if you have limited human resources? It has to be AI
As the METR investigation into agentic task length over time showed, agents are capable of increasingly complex and long horizon tasks. If current task length trends continue, then by the end of the 5 year period there is not a present solvable digital security challenge they won't be able to overcome independently. those with sufficient resources to scale their defences at the same rate stand some chance, but the average person in society will not."</li> <li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AffectedStakeholder">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "Affected stakeholders bear the brunt of any mass harm"</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIDeveloperSpecializedAI">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme."</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIDeployer">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Every actor has been successfully targeted by AI-assisted cyberattacks. Deployers and infrastructure operate live keys, CI/CD, networks, and data, so risk is high.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"Given every one of these groups has been successfully targeted by AI assisted cyber attacks already, that has to suggest they're vulnerable. As the cost of developing leading models grows, so too does the incentive to hack them. If it costs a trillion dollars to train a model, it costs a lot less to hack the company and steal the model. How do you scale your cyber offensive capability to those levels in a short timeframe if you have limited human resources? It has to be AI
As the METR investigation into agentic task length over time showed, agents are capable of increasingly complex and long horizon tasks. If current task length trends continue, then by the end of the 5 year period there is not a present solvable digital security challenge they won't be able to overcome independently. those with sufficient resources to scale their defences at the same rate stand some chance, but the average person in society will not."</li> <li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIInfrastructureProvider">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> Every actor has been successfully targeted by AI-assisted cyberattacks. Infrastructure operate live keys, CI/CD, networks, and data, so risk is high.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"Given every one of these groups has been successfully targeted by AI assisted cyber attacks already, that has to suggest they're vulnerable. As the cost of developing leading models grows, so too does the incentive to hack them. If it costs a trillion dollars to train a model, it costs a lot less to hack the company and steal the model. How do you scale your cyber offensive capability to those levels in a short timeframe if you have limited human resources? It has to be AI
As the METR investigation into agentic task length over time showed, agents are capable of increasingly complex and long horizon tasks. If current task length trends continue, then by the end of the 5 year period there is not a present solvable digital security challenge they won't be able to overcome independently. those with sufficient resources to scale their defences at the same rate stand some chance, but the average person in society will not."</li> <li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIUser">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> AI users may be exposed to manipulated outputs, surveillance, or systems repurposed for harm. While they do not control AI systems, their reliance on them makes them vulnerable to cascading effects from cyberattacks or weaponized AI applications. Every actor has been successfully targeted by AI-assisted cyberattacks, and the average person in society will not have sufficient resources to scale their defenses at the same rate. Users are common entry points and victims, so risk is high.</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (2)</summary>
<ul class="quote-list">
<li>"Given every one of these groups has been successfully targeted by AI assisted cyber attacks already, that has to suggest they're vulnerable. As the cost of developing leading models grows, so too does the incentive to hack them. If it costs a trillion dollars to train a model, it costs a lot less to hack the company and steal the model. How do you scale your cyber offensive capability to those levels in a short timeframe if you have limited human resources? It has to be AI
As the METR investigation into agentic task length over time showed, agents are capable of increasingly complex and long horizon tasks. If current task length trends continue, then by the end of the 5 year period there is not a present solvable digital security challenge they won't be able to overcome independently. those with sufficient resources to scale their defences at the same rate stand some chance, but the average person in society will not."</li> <li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AffectedStakeholder">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One expert commented: "Affected stakeholders bear the brunt of any mass harm"</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
<div class="entity-section" id="AIGovernanceActor">
<div class="content-grid">
<div class="content-column">
<h3 class="criteria-header higher">Reasons for Higher Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> One comment: "Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. "</p>
<details class="quote-details">
<summary class="quote-toggle">See all expert comments (1)</summary>
<ul class="quote-list">
<li>"Vulnerability reflects exposure to cyber or weaponization pathways and the sensitivity of impact. Deployers and infrastructure operate live keys, CI or CD, networks, and data, so risk is high. Specialized developers in autonomy, cyber operations, robotics, or bio and chem tooling sit closest to direct weapon enablement, so risk is extreme. General-purpose developers face mainly indirect exposure, so moderate. Governance actors are frequent intrusion targets but do not run major actuator surfaces, so moderate. Users are common entry points and victims, so high. Affected stakeholders bear the brunt of any mass harm, so extreme."</li>
</ul>
</details>
</div>
</div>
<div class="content-column">
<h3 class="criteria-header lower">Reasons for Lower Vulnerability</h3>
<div class="summary-section">
<p class="summary-text"><strong>AI-generated summary:</strong> [NO EXPERT COMMENTS PROVIDED]</p>
</div>
</div>
</div>
</div>
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