This Blueprint is a comprehensive reference document for delegations preparing for the 31 August – 4 September 2026 CCW GGE session on Lethal Autonomous Weapon Systems (LAWS), the final negotiating window before the November 2026 Review Conference.
It catalogues 121 distinct risks across six domains (technological, military, legal, political, ethical, societal), maps current governance mechanisms against remaining gaps, and proposes specific, attributed, operationally grounded ways forward for each.
It has been prepared by Cian Westmoreland as part of GGI’s project on the ‘The Global Governance of Autonomous Weapon Systems: Policy Gaps, Regulation Challenges and Governance Opportunities’ and forms part of the accompanying appendices of the forthcoming report.
The living document blueprint functions as a balanced toolkit for negotiators across the spectrum of state positions (not only those already committed to a maximalist instrument) while preserving diagnostic comprehensiveness and practitioner credibility.
The central analytical argument remains that ‘The Kill Cloud’ (the socio-technical assemblage of orbital sensors, commercial AI, autonomous weapons, and distributed command infrastructure) has architecturally displaced human moral and legal agency from lethal force decisions. Speed, resilience, and deniability were the engineering objectives; accountability erasure is the structural consequence. Existing regulatory frameworks have a definitional gap that excludes the decision-support systems (DSS) and information systems (IS) where algorithmic influence over targeting is most pervasive. The political economy of AWS development now actively rewards the removal of ethical constraints. These are not abstract scenarios: Lavender, Lancet, Maven, V2U, and Kargu-2 are the operational baseline, however contested individual reports may be (cases documented respectively at +972 Magazine, 2024; KSE Institute, 2025; Army University Press, 2025; HUR/Defence Intelligence of Ukraine, 2025; UN Panel of Experts, 2021).
The Blueprint identifies three concrete textual interventions in the current rolling text (status 18 December 2025) that would make a material difference and are achievable in a single negotiating session: (1) DSS non-exclusion, the rolling text characterization in Box I should not formally lock in DSS exclusion from the instrument's scope; (2) Meaningful control operationalization, the phrase 'context-appropriate human control and judgment' in Box III should be conditioned on the epistemic, deliberative, and causal criteria that make control genuine rather than nominal; (3) IS environment in Article 36, obligations under Box III paragraph 6 and testing requirements under Box IV should explicitly cover the information system environment in which identification, selection, and engagement functions operate.
The companion HAC document (Westmoreland, 2026b), proposes that any treaty definition of meaningful human control rest on three operationally testable criteria: epistemic agency (the operator must know enough to make a real decision); deliberative agency (there must be time, cognitive bandwidth, and counter-evidence available); causal agency (the human input must materially shape the outcome, not merely endorse a precomputed recommendation). A minimum IS disclosure floor sets the baseline conditions for ratification. Tier A regulation and Tier B prohibition thresholds give the criteria teeth. Specimen Article 36 checklists make the framework administratively implementable today, by states acting unilaterally if necessary.
The companion ATF document (Westmoreland, 2026c) proposes a dual-layer distributed ledger architecture: a classified Inner Chain inside national enclaves logs the full kill chain (mission planning, ROE invocation, sensor fusion, AI inference, target validation, engagement, post-action review); a cryptographic Outer Chain publishes zero-knowledge proofs of compliance properties without revealing classified content. The result is a forensic record that survives operational secrecy and makes evasion documentable rather than merely deniable. The Blueprint also presents lighter alternative architectures (Domain IX) for delegations who view full ATF as operationally burdensome, and explicitly identifies the ATF's implementation challenges rather than treating it as a costless solution.
(a) An Executive Summary and Comparison of Governance Options table giving negotiators a fast read on the choice space.
(b) A strengthened Counter-arguments section that engages Scharre, Sassoli, and operator-burden critiques directly rather than gesturing at them.
(c) A new Domain IX subsection presenting credible lighter alternatives to full ATF (lightweight national logging with mutual recognition, hybrid centaur-plus-enhanced-Article-36 models, tamper-evident-enclave plus CTBTO-style forensic sharing, and tiered/optional ATF) because giving delegations multiple landing zones is a precondition for negotiation rather than a concession of principle.
(d) A frank Implementation Challenges subsection acknowledging edge platform overhead, coalition classification gaps, adversarial attacks on the logging layer itself, and estimated cost and latency.
(e) A new Annex on realistic pathways for August 2026 and beyond, including a tiered instrument proposal and political mapping.
(f) Mitigation ideas added to the Where-this-framework-might-fail section. The author's argumentative position has not changed; what has changed is the document's posture toward delegations who do not yet share it.
(1) Adopt DSS non-exclusion language in the August text even if no further commitments are achievable in the session. Silence on DSS is preferable to formal exclusion because silence can be addressed in subsequent protocols; formal exclusion cannot.
(2) Anchor the HAC epistemic agency threshold in treaty text by amending 'meaningful human control' to require confidence-score disclosure, data-source identification, and failure-mode disclosure at point of operator use. This is a definitional clarification rather than a new prohibition, and is correspondingly more politically tractable.
(3) Add IS environment testing to Article 36 review obligations, including representative adversarial degradation (GPS-denied, sensor-spoofed, data-poisoned).
(4) Adopt a tiered instrument structure: a binding prohibition on fully autonomous anti-personnel use; a strong transparency floor (the IS disclosure baseline); and an optional full-ATF protocol open to states willing to accept it. This gives the August session a viable negotiating shape that does not require all-or-nothing trade-offs.
The proposals in this Blueprint are not costless. They impose latency on engagement decisions that may be operationally unwelcome; they require infrastructure investment that will fall most heavily on states with limited resources; they raise classification and interoperability questions for coalition operations; they depend on great-power participation that is uncertain at best. This Blueprint acknowledges these costs explicitly rather than treating them as objections to be overcome. The case the Blueprint makes is not that its proposals are without cost, it is that the costs of unconstrained, unaccountable AWS deployment are substantially higher, more durable, and harder to reverse than the costs of binding accountability infrastructure. That case has to be argued, not assumed.
The Comparison of Governance Options table in the document summarizes the choice space at a glance. The Counter-arguments and Where-this-framework-might-fail sections set out what skeptical delegations will reasonably object to, and how this Blueprint responds. Domains I–VI catalog specific risks with column-by-column governance analysis. Domain VII (Kill Cloud structural diagnosis), Domain VIII (HAC framework synthesis), and Domain IX (ATF architecture, alternatives, implementation challenges) are the synthesis sections delegations will most often need to cite. The Annex on realistic pathways is intended for use in informal consultations between sessions. The Bibliography (Domain X) and Glossary (Domain G) support both reference use and direct citation in negotiating documents.
A Blueprint for the Global Governance of Autonomous Weapon Systems
a-blueprint-for-the-global-governance-of-autonomous-weapon-systems
Report
Peace and Security
August 28, 2026

AI, Sustainable Development and the Future of Education: A Governance Imperative
ai-sustainable-development-and-the-future-of-education-a-governance-imperative
Commentary
Global Education
August 17, 2026

Financing Syria's Recovery: The EU and a Fragile Economic Opening
financing-syrias-recovery-the-eu-and-a-fragile-economic-opening
Briefing
Global Economy
August 12, 2026

European Defence: The European Union Framework as a Dead End
european-defence-the-european-union-framework-as-a-dead-end
Briefing
Peace and Security
July 22, 2026

The New Development Bank Joins the Shift Towards Nuclear Energy Financing
the-new-development-bank-joins-the-shift-towards-nuclear-energy-financing
Commentary
Global Economy
July 13, 2026
.png)
An Issue Area Approach to Defending Global Governance
an-issue-area-approach-to-defending-global-governance
Briefing
Peace and Security
July 2, 2026

Europe’s Defence Supply Chains Need Africa and the Global South
europes-defence-supply-chains-need-africa-and-the-global-south
Commentary
Global Economy
June 12, 2026

Retrenchment as Policy Failure: Aid Cuts, the Post-UNITAMS Vacuum, and Sudan's Civilian Crisis
retrenchment-as-policy-failure-aid-cuts-the-post-unitams-vacuum-and-sudans-civilian-crisis
Briefing
Peace and Security
May 28, 2026

The Illusion of AI Sovereignty: Mapping the Five-Layer AI Stack
the-illusion-of-ai-sovereignty-mapping-the-five-layer-ai-stack
Commentary
AI Governance
May 15, 2026

Towards a Science for Diplomacy? The U7+ Alliance and the Strategic Repositioning of Universities in Global Governance
towards-a-science-for-diplomacy-the-u-7-alliance-and-the-strategic-repositioning-of-universities-in-global-governance
Commentary
Global Education
April 27, 2026

The Capability Overhang: Cognition and Labor in the Age of AI
the-capability-overhang-cognition-and-labor-in-the-age-of-ai
Commentary
AI Governance
April 9, 2026
.png)
The UN80 Initiative as a Productive Failure: Between Geopolitical Disruptions and Organizational Path Dependency
the-un80-initiative-as-a-productive-failure-between-geopolitical-disruptions-and-organizational-path-dependency
Analysis
Peace and Security
March 31, 2026

Higher Education at a Crossroads: Why Europe’s Universities Must Lead, Not Merely Comply
higher-education-at-a-crossroads-why-europes-universities-must-lead-not-merely-comply
Commentary
Global Education
February 23, 2026

What Comes After the US-Israel Strikes on the Islamic Republic?
what-comes-after-the-us-israel-strikes-on-the-islamic-republic
Commentary
Peace and Security
December 19, 2025

Do You Know What’s in Your Skies? Emerging Challenges for Civil Aviation Governance
do-you-know-whats-in-your-skies-emerging-challenges-for-civil-aviation-governance
Commentary
AI Governance
December 18, 2025

Knowledge creation in times of scarce resources in higher education
knowledge-creation-in-times-of-scarce-resources-in-higher-education
Commentary
Global Education
November 10, 2025

Justice-Ready Digital Public Infrastructure: Building a Third Layer of Trust for Democratic Resilience
justice-ready-digital-public-infrastructure-building-a-third-layer-of-trust-for-democratic-resilience
Briefing
AI Governance
October 23, 2025

Is a Greener Future for AI Possible?
is-a-greener-future-for-ai-possible
Commentary
AI Governance
October 20, 2025

Silencing Dissent: How the Tech Backlash Threatens Transitional Justice
silencing-dissent-how-the-tech-backlash-threatens-transitional-justice
Commentary
AI Governance
October 2, 2025

Holding NATO Together and Keeping the US Engaged: Strategic Implications of the Hague Summit
holding-nato-together-and-keeping-the-us-engaged-strategic-implications-of-the-hague-summit
Analysis
Peace and Security
September 9, 2025

Reforming the UN during a financial crisis: a foreseeable failure to align money, mandates, and majorities?
reforming-the-un-during-a-financial-crisis-a-foreseeable-failure-to-align-money-mandates-and-majorities
Briefing
Peace and Security
July 9, 2025

How do we measure the quality of education?
how-do-we-measure-the-quality-of-education
Commentary
Global Education
April 28, 2025

Bound to Fail? The Limits of Diplomacy in the Russia–Ukraine War and the Future of European Security
bound-to-fail-the-limits-of-diplomacy-in-the-russia-ukraine-war-and-the-future-of-european-security
Commentary
Peace and Security
April 8, 2025

A major shift in global higher education is underway: why collective leadership and governance are more important than ever
a-major-shift-in-global-higher-education-is-underway-why-collective-leadership-and-governance-are-more-important-than-ever
Commentary
Global Education
March 26, 2025

AI's Fast-Forward Button: Can We Harness Innovation Without Sacrificing Safety?
ais-fast-forward-button-can-we-harness-innovation-without-sacrificing-safety
Commentary
AI Governance
March 10, 2025

Parliaments in the EU enlargement process: Strengthening capacities of accession country parliaments under the evolving enlargement methodology
parliaments-in-the-eu-enlargement-process-strengthening-capacities-of-accession-country-parliaments-under-the-evolving-enlargement-methodology
Report
Democracy and Human Rights
January 30, 2025
%20(1200%20x%20600%20px)%20(1200%20x%20400%20px).png)
Synthetic Biology and the Future of Global Environmental Governance
synthetic-biology-and-the-future-of-global-environmental-governance
Analysis
Global Environmental Governance
January 28, 2025

Towards a Global Agency for Governing Artificial General Intelligence: Challenges and Perspectives
towards-a-global-agency-for-governing-artificial-general-intelligence-challenges-and-perspectives
Report
AI Governance
January 14, 2025

Normalizing Russia can become Trump’s biggest mistake, but it’s not too late to prevent it
normalizing-russia-can-become-trumps-biggest-mistake-but-its-not-too-late-to-prevent-it
Commentary
Peace and Security
January 13, 2025

Stabilizing Europe’s Security Architecture after the Russo-Ukraine War? The Future of Conventional Arms Control in Europe
stabilizing-europes-security-architecture-after-the-russo-ukraine-war-the-future-of-conventional-arms-control-in-europe
Briefing
Peace and Security
November 20, 2024

INTERPOL: Challenges and Opportunities for the New Secretary General
interpol-challenges-and-opportunities-for-the-new-secretary-general
Commentary
Peace and Security
November 7, 2024

A Fork in the Road? The Kazan Summit of the BRICS
a-fork-in-the-road-the-kazan-summit-of-the-brics
Briefing
Peace and Security
October 30, 2024

UN Summit of the Future and Development: The Way Forward
un-summit-of-the-future-and-development-the-way-forward
Briefing
AI Governance
October 24, 2024

ECOWAS after the ‘Triple Withdrawal’ and the creation of the Alliance of Sahel States
ecowas-after-the-triple-withdrawal-and-the-creation-of-the-alliance-of-sahel-states-challenges-and-ways-ahead-for-regional-security-governance
Analysis
Peace and Security
October 7, 2024

Rushing to Peace, Racing to War: The Challenge of a Just Settlement
rushing-to-peace-racing-to-war-the-challenge-of-a-just-settlement
Commentary
Peace and Security
September 30, 2024

UN Summit of the Future: A Critical Moment for Global AI Governance
un-summit-of-the-future-a-critical-moment-for-global-ai-governance
Commentary
AI Governance
September 20, 2024

Shattered Security: Gender And Coups In Guinea, Mali, And Burkina Faso
shattered-security-gender-and-coups-in-guinea-mali-and-burkina-faso
Briefing
Peace and Security
June 26, 2024

Before the Peace Summit: Testing Multilateralism and Ukrainian Diplomacy
before-the-peace-summit-testing-multilateralism-and-ukrainian-diplomacy
Commentary
Peace and Security
June 14, 2024

The On-Going Quest for Teaching Excellence
the-on-going-quest-for-teaching-excellence
Commentary
Global Education
June 11, 2024

Deepening EU-Japan-US Cooperation on Critical and Emerging Technologies
deepening-eu-japan-us-cooperation-on-critical-and-emerging-technologies
Commentary
AI Governance
May 7, 2024

UNRWA’s Funding Freeze was Unjustified and Undermined Good Governance
unrwas-funding-freeze-was-unjustified-and-undermined-good-governance
Briefing
Democracy and Human Rights
April 25, 2024

Israel’s Non-implementation of the ICJ’s Provisional Measures: International Law Must Be Upheld
israels-non-implementation-of-the-icjs-provisional-measures-international-law-must-be-upheld
Briefing
Democracy and Human Rights
April 2, 2024

The EU AI Act: two steps forward, one step back
the-eu-ai-act-two-steps-forward-one-step-back
Briefing
AI Governance
March 19, 2024

The Council of Europe’s draft AI Treaty: balancing national security, innovation and human rights?
the-council-of-europes-draft-ai-treaty-balancing-national-security-innovation-and-human-rights
Commentary
AI Governance
March 18, 2024

The Ukrainian Peace Formula: content, evolution and diplomatic outreach
the-ukrainian-peace-formula-content-evolution-and-diplomatic-outreach
Analysis
Peace and Security
February 26, 2024

What developments in AI tell us about the future of governance models
what-developments-in-ai-tell-us-about-the-future-of-governance-models
Commentary
AI Governance
February 21, 2024

Whither the Global Governance of Protecting Civilians? An Initial Assessment of the ICJ’s Decision on South Africa v. Israel of 26 January 2024
whither-the-global-governance-of-protecting-civilians-an-initial-assessment-of-the-icjs-decision-on-south-africa-v-israel-of-26-january-2024
Analysis
Democracy and Human Rights
February 14, 2024

How Ukraine uses AI to fight Russian information operations
how-ukraine-uses-ai-to-fight-russian-information-operations
Commentary
AI Governance
February 12, 2024

Got trust? Global governance of emerging technologies
got-trust-global-governance-of-emerging-technologies
Commentary
AI Governance
November 28, 2023

Last minute national objections to the EU’s AI Act are a mistake. Here’s why
rolling-back-the-ai-act-is-a-mistake-heres-why
Commentary
AI Governance
November 27, 2023

Contributions of Latin America and the Caribbean to UN Peace Operations and Recommendations to Increase this Participation
new-ggi-advice-report-latin-american-and-caribbean-countries-contributions-to-un-peacekeeping
Report
Peace and Security
October 12, 2023

Armed Conflict in Nagorno-Karabakh: Crisis, Exodus, and Ethnic Cleansing
armed-conflict-in-nagorno-karabakh-crisis-exodus-and-ethnic-cleansing
Briefing
Peace and Security
October 9, 2023

Thinking of Eloho – One Year On
thinking-of-eloho-one-year-on
Commentary
Peace and Security
August 12, 2023

The Strategic Compass and the EU's Security & Defence Partnerships
the-strategic-compass-implementing-the-partnership-dimension-in-the-area-of-security-and-defence
Report
Peace and Security
July 23, 2023

Franco-German Perspectives: Europe's Moment of Geopolitics
franco-german-perspectives-europes-moment-of-geopolitics
Commentary
Peace and Security
June 2, 2023

A Comprehensive Mapping of National Higher Education Teaching Qualification schemes, Requirements and Provisions for the Promotion and Reward of Teaching Excellence
a-comprehensive-mapping-of-national-higher-education-teaching-qualification-schemes-requirements-and-provisions-for-the-promotion-and-reward-of-teaching-excellence
Report
Global Education
June 1, 2023

Stefaan de Rynck 'Inside the deal: How the EU got Brexit Done'
stefaan-de-ryncks-inside-the-deal-how-the-eu-got-brexit-done
Commentary
Global Education
April 5, 2023

NATO Allies and the Protection of Civilians
nato-allies-and-the-protection-of-civilians
Analysis
Peace and Security
January 11, 2023

Why Jettison Erasmus? The negative consequences for the UK of walking away
why-jettison-erasmus
Commentary
Global Education
January 1, 2021

Doing less with more? The difficult return of Western troop contributing countries to UN Peacekeeping
doing-less-with-more
Analysis
Peace and Security
November 2, 2020

The European Union's Role in International Economic Fora – Paper 4: The IMF
the-european-unions-role-in-international-economic-fora-paper-4-the-imf
Report
Global Economy
September 1, 2015

Civil Society Reforms in Uzbekistan: More than Government Chicanery?
civil-society-reforms-in-uzbekistan-more-than-government-chicanery
Briefing
Peace and Security
January 1, 2014

Assessing the EU’s Joint Communication on the Comprehensive Approach: Implications for EU Crisis Response and Conflict Prevention
assessing-the-eus-joint-communication-on-the-comprehensive-approach
Briefing
Peace and Security
December 15, 2013

The EU Foreign Policy of My Dreams: Ten Wishes
the-eu-foreign-policy-of-my-dreams-ten-wishes
Views from Practice
Peace and Security
December 12, 2013

The Middle East as weapons of mass destruction free zone: A proposal to overcome the deadlock
the-middle-east-as-weapons-of-mass-destruction-free-zone-a-proposal-to-overcome-the-deadlock
Views from Practice
Peace and Security
October 15, 2013

From a Militarized to a Humanized Responsibility to Protect
from-a-militarized-to-a-humanized-responsibility-to-protect-integrating-the-red-cross-and-red-crescent-into-rtop-to-respond-to-natural-disasters-and-global-climate-change
Analysis
Global Environmental Governance
June 1, 2013

Leading the Peacebuilding Commission: An Institutional History in the Making
leading-the-peacebuilding-commission-an-institutional-history-in-the-making
Views from Practice
Peace and Security
March 1, 2013

Anticipating the “Final” Arms Trade Treaty Conference: Eight Concrete Proposals
anticipating-the-final-arms-trade-treaty-conference-eight-concrete-proposals
Analysis
Peace and Security
February 1, 2013

Report for the Inquiry into the European External Action Service – EU sub-committee on External Affairs of the House Of Lords
report-for-the-inquiry-into-the-european-external-action-service---eu-sub-committee-on-external-affairs-of-the-house-of-lords
Briefing
Peace and Security
December 1, 2012

Government and the Process of Governance in Africa
government-and-the-process-of-governance-in-africa
Analysis
Peace and Security
November 1, 2012

The Responsibility to Protect and the Responsibility while Protecting: Friends or Foes?
the-responsibility-to-protect-and-the-responsibility-while-protecting-friends-or-foes
Analysis
Democracy and Human Rights
September 15, 2012

Montenegro’s Accession To The EU: Taking Stock And Suggesting Areas For Progress
montenegros-accession-to-the-eu-taking-stock-and-suggesting-areas-for-progress
Briefing
Democracy and Human Rights
August 1, 2012

Electing Freedom? Key Challenges For Libya After The 7 July 2012 Election
electing-freedom-key-challenges-for-libya-after-the-7-july-2012-election
Briefing
Peace and Security
August 1, 2012

The Somali Crisis and the EU: Moving Onshore and Committing to Somalia
the-somali-crisis-and-the-eu-moving-onshore-and-committing-to-somalia
Analysis
Peace and Security
July 1, 2012

United Nations - European Union Cooperation in the Field of Peacekeeping: Challenges and Prospects
united-nations-european-union-cooperation-in-the-field-of-peacekeeping-challenges-and-prospects
Analysis
Peace and Security
June 1, 2012

Widening The Huntress’s Reach: Legal And Strategic Aspects Of A New Atalanta Mandate
legal-and-strategic-aspects-of-a-new-atalanta-mandate
Briefing
Democracy and Human Rights
April 15, 2012

The Biological Weapons Convention, Bioterrorism And The Life Sciences
the-biological-weapons-convention-bioterrorism-and-the-life-sciences
Briefing
Peace and Security
April 1, 2012

A Democratic Justification for Military and Non-military Humanitarian Intervention
a-democratic-justification-for-military-and-non-military-humanitarian-interventions
Analysis
Democracy and Human Rights
April 1, 2012

Climate Change and Security: Adapting the Discussion to the Evidence
climate-change-and-security
Briefing
Global Environmental Governance
March 15, 2012

The United Nations Entity for Gender Equality and the Empowerment of Women (UN Women)
the-united-nations-entity-for-gender-equality-and-the-empowerment-of-women-un-women
Backgrounder
Peace and Security
September 1, 2011

The International Criminal Court and Kenya’s Post-election Violence
the-international-criminal-court-and-kenyas-post-election-violence
Analysis
Democracy and Human Rights
July 15, 2011

The United Nations Peacebuilding Architecture: Background Note
the-united-nations-peacebuilding-architecture-background-note
Briefing
Peace and Security
March 1, 2011

European Civilian Crisis Management Capacities: Bridging The Resources Gap?
european-civilian-crisis-management-capacities-bridging-the-resources-gap
Briefing
Peace and Security
January 15, 2011

The Changing Constellation of Power and Resistance in the Global Debate over Agrofuels
the-changing-constellation-of-power-and-resistance-in-the-global-debate-over-agrofuels
Analysis
Global Environmental Governance
January 1, 2011
