One data nerd's lovingly sarcastic map of the UN's AI universe.
For roughly 77 years the United Nations was busy with minor side quests (peace, human rights, development) and mentioned artificial intelligence approximately never. Then a chatbot launched in November 2022. Here is everything that happened next, with receipts.
Milestones
76
🌟 Supernova
9
⭐ Star
27
✨ Stardust
40
Receipts
236
Takes
156/156
Every milestone opens onto a paper reading panel with its sources and a take for each kind of reader. Scroll to 30 November 2022 for the Big Bang.
76 milestones
Significance
Duty stationwhose desk it lands on
Bodywhich committee or entity owns it
Constellation
This view is in the address bar. Copy the URL to send it to a colleague.
Zone 0
Ancient History
1945 – Nov 2022
For its first ~77 years, the UN was busy with minor side quests: peace, human rights, development. AI got the occasional polite mention.
The International Telecommunication Union convened the first for Good Global Summit in Geneva with UN partners, government officials, researchers, civil society and technology companies. The summit was designed to identify practical uses of AI that could accelerate the Sustainable Development Goals and to connect technical experts with organizations working on global problems. It subsequently developed into the year-round AI for Good platform and a recurring global summit led by ITU in partnership with numerous UN entities.
Why it matters: It created the UN system’s longest-running global platform devoted specifically to AI applications, standards and partnerships.
What this means for
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
AI for SDG applications got a standing UN venue linking technical experts with organizations tackling global problems.
Watch for
Track the recurring AI for Good summit and year-round AI for Good platform led by ITU with UN partners.
Use it
Use “AI for Good” in concept notes and partnership outreach as an established UN platform for practical AI and the SDGs.
🛠️
Builders
AI practitioners in and around the UN system
So what
AI for Good became the UN system’s longest-running practical platform for AI applications, standards and partnerships around the SDGs.
Watch for
Track the recurring AI for Good summit and its year-round platform; that is where UN-linked AI use cases, standards and partnerships keep appearing.
Use it
Show up to AI for Good when you need partners, use cases or standards signals; cite the first summit: 7–9 June 2017, ITU.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
When your principal needs a concrete UN AI venue, anchor on AI for Good: the UN system’s longest-running platform on AI applications, standards and partnerships.
Watch for
The next AI for Good Global Summit and ITU’s year-round platform activity with UN partners, where SDG-focused AI uses and partnerships keep surfacing.
Use it
Safe line: "AI for Good is the UN system’s longest-running global platform on AI applications, standards and partnerships."
The United Nations Interregional Crime and Justice Research Institute established its Centre for and Robotics in The Hague. The Centre examines AI and robotics from the perspective of crime prevention, criminal justice, security, human rights and the rule of law. Its work has included malicious uses of AI, responsible innovation, law-enforcement applications and international cooperation.
Why it matters: It gave the UN system an early dedicated institutional capability focused on the security and justice implications of AI.
Secretary-General António Guterres issued the Roadmap for Digital Cooperation as a follow-up to the High-level Panel on Digital Cooperation. The Roadmap addressed universal connectivity, digital inclusion, , digital , human rights, digital trust and security, and global cooperation on . It proposed strengthening international AI cooperation and considering a multi-stakeholder advisory body to examine global AI governance.
Why it matters: It is the direct policy precursor to the Secretary-General’s AI Advisory Body, the Global Digital Compact and the later Scientific Panel and Global Dialogue.
What this means for
🏛️
OPGA
The President of the General Assembly's team
So what
This sits on the Secretary-General’s side: an advisory roadmap, not a GA-mandated process, but it seeded later Assembly-owned AI tracks you can now position against.
Watch for
Track where Roadmap ideas reappear as formal intergovernmental mandates, especially on AI cooperation and any advisory-body follow-through.
Use it
Cite A/74/821 to show the Secretariat’s policy line started early; safe line: “GA authority begins when Member States turn proposals into mandates.”
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
This is the policy root of later UN AI machinery, and it treats AI governance as part of the wider digital stack: inclusion, public goods, capacity, rights, trust and security.
Watch for
Track where later AI mechanisms cite or operationalize the Roadmap’s proposal for stronger international AI cooperation and a possible multi-stakeholder advisory body.
Use it
Cite A/74/821 when you need the Secretary-General’s early, system-wide basis for AI cooperation inside broader digital-cooperation work.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
This gives you the Secretary-General’s first AI line inside a wider digital agenda: stronger international AI cooperation, including a possible multi-stakeholder advisory body on global AI governance.
Watch for
Track later UN AI mechanisms that cite this Roadmap as their starting point, especially on advisory arrangements and digital-cooperation follow-through.
Use it
Cite A/74/821. Safe line: “The Roadmap for Digital Cooperation put stronger international AI cooperation on the UN policy track.”
Plain text: the facts, the selected take, and every source URL.
WHO guidance on ethics and governance of AI for health
✨Stardust🏛️GovernanceAGENCYGeneva🩺WHO
The World Health Organization published Ethics and governance of artificial intelligence for health. The guidance sets out six principles: protecting human autonomy; promoting human well-being, safety and the public interest; ensuring transparency and explainability; fostering responsibility and accountability; ensuring inclusiveness and equity; and promoting responsive and sustainable . It provides recommendations for governments, developers, health providers, researchers and funders.
Why it matters: It established one of the first detailed UN agency frameworks for governing AI in a high-risk sector.
UNESCO’s General Conference adopted the Recommendation on the Ethics of at its forty-first session. UNESCO describes it as the first global on AI ethics and states that it was adopted by its 193 . The Recommendation covers human rights, dignity, fairness, transparency, accountability, privacy, data governance, education, labour, culture, health, the environment and international cooperation. It also calls for implementation tools, national reporting and institutional capacity.
Why it matters: It is the first globally agreed comprehensive normative instrument devoted to the ethics of AI.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
Mission tech, analysis and support now face a globally agreed ethics baseline on rights, dignity, fairness, transparency, accountability, privacy and data governance.
Watch for
National reporting and the implementation tools the Recommendation calls for; that is where ethics language starts turning into practice and capacity expectations.
Use it
Cite UNESCO’s Recommendation on the Ethics of Artificial Intelligence, 41 C/Resolution 15, and test proposals against rights, privacy, accountability and transparency.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Treat AI capacity as core policy work: link country support and SDG plans to ethics across education, labour, health, environment and data governance.
Watch for
National reporting and implementation tools the Recommendation calls for; that is where ethics turns into capacity needs, financing asks and workplans.
Use it
Cite 41 C/Resolution 15 as the first global normative instrument on AI ethics; use its topic list as a design checklist.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
A globally agreed hook for rights-based AI oversight: cite a consensus recommendation covering human rights, dignity, fairness, transparency, accountability, privacy and data governance.
Watch for
Track national reporting, institutional capacity and other implementation tools the text calls for; that is where broad principles become reviewable.
Use it
Cite 41 C/Resolution 15 and UNESCO’s line: the first global normative instrument on AI ethics.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A real baseline exists for UN AI work: a globally agreed ethics instrument you can map to system design, data governance, review and capacity.
Watch for
Track the implementation tools, national reporting and institutional capacity the Recommendation calls for; that is where principles become tests.
Use it
Cite 41 C/Resolution 15, adopted 23 November 2021, then check your project against its domains: transparency, accountability, privacy, data governance, labour, health, environment.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
You can cite a consensus, first-ever global normative instrument on AI ethics, spanning rights, fairness, transparency, privacy, labour, culture, health, environment and cooperation.
Watch for
National reporting, implementation tools and capacity-building: that is where this moves from declaration to asks on your principal’s desk.
Use it
Cite 41 C/Resolution 15. Safe line: “UNESCO’s Recommendation on the Ethics of Artificial Intelligence is the first global normative instrument on AI ethics, adopted by consensus.”
🏛️
OPGA
The President of the General Assembly's team
So what
A consensus AI-ethics baseline now sits outside the GA, so you can cite broad agreement while keeping Assembly work on mandates only the GA can create.
Watch for
National reporting, implementation tools and institutional-capacity work under the Recommendation; they show convergence and where GA debates may reopen.
Use it
Cite 41 C/Resolution 15: “A consensus normative reference on AI ethics exists; the Assembly must steer follow-up, review and political direction.”
🛠️
Builders
AI practitioners in and around the UN system
So what
Build to this baseline: review can test your system against globally agreed AI ethics on rights, fairness, transparency, accountability, privacy, data governance and sector impacts.
Watch for
Track the implementation tools, national reporting and institutional capacity work the Recommendation calls for; that is where principles become checks.
Use it
Cite 41 C/Resolution 15 and map your system to privacy, data governance, transparency, accountability and human rights before review does it for you.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
Consensus at UNESCO gives you a universally agreed AI-ethics reference point to cite across UN discussions, with implementation and reporting baked in.
Watch for
Track UNESCO follow-up on implementation tools, national reporting and institutional capacity: that is where the text starts shaping practice.
Use it
Cite 41 C/Resolution 15. Handy line for capital: this is the first global normative instrument on AI ethics, adopted by consensus.
Plain text: the facts, the selected take, and every source URL.
Zone 1
The Big Bang
30 November 2022
A chatbot dropped, and suddenly every conference room in Turtle Bay had opinions about neural networks.
ChatGPT launches: the Big Bang
🌟Supernova💥AnchorFIRST-EVER8 takes
OpenAI released ChatGPT on 30 November 2022. A UBS analysis published two months later estimated that it had reached 100 million monthly active users in January 2023, which analysts described at the time as the fastest adoption ramp recorded for a consumer internet application. became a mainstream public phenomenon and moved to the top of political, economic and multilateral agendas worldwide. This is not a UN milestone. It is the event that transformed the pace and prominence of everything the UN did next.
Why it matters: The ignition point. Before this, AI at the UN was a specialist topic; after it, a leadership priority.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
AI became a leadership priority fast, so your mandates, mission tech choices and Security Council talking points faced top-level scrutiny.
Watch for
Track the UN AI processes and guidance that follow this shock; this public breakout changed the pace behind them.
Use it
Use 30 November 2022 as the before/after line in briefs: after ChatGPT’s launch, AI moved to the top of political, economic and multilateral agendas.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Generative AI jumped from niche policy file to leadership issue, so your SDG, capacity-building and financing work must treat the AI divide as immediate.
Watch for
Track the UN AI milestones that follow this surge in political attention; after 30 November 2022, pace becomes part of the story.
Use it
Use 30 November 2022 as the clean before/after line in briefs: before, specialist topic; after, leadership priority.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
AI became a leadership issue overnight, so you had to frame generative-AI rights risks in terms principals and the public would hear.
Watch for
Track the UN debates, measures and guidance that followed this breakout; this launch triggered the faster tempo that came next.
Use it
Use 30 November 2022 as your before/after line in briefings: after ChatGPT’s release, AI moved to the top of multilateral agendas worldwide.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
After 30 November 2022, AI became a leadership priority, so your data, digital and standards work moved from specialist plumbing to front-office business.
Watch for
Track the first UN follow-on decisions and guidance that turn post-ChatGPT urgency into standards, governance and internal adoption steps.
Use it
Use “the event that transformed the pace and prominence of everything the UN did next”; cite 30 November 2022.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI became a principal-level issue fast; you now need a clean line for why UN attention accelerated after 30 November 2022.
Watch for
Any speech, note or mandate explaining why AI jumped up political, economic and multilateral agendas worldwide will trace back to this inflection point.
Use it
Safe line: “ChatGPT made generative AI a mainstream public phenomenon and pushed AI to the top of global agendas.”
🏛️
OPGA
The President of the General Assembly's team
So what
After 30 November 2022, AI stopped being a specialist file and became a leadership issue, raising the premium on GA ownership of what followed.
Watch for
Track the first UN and GA responses that treat generative AI as a mainstream governance issue; this is the trigger, not the mandate.
Use it
Safe PGA line: “ChatGPT’s launch turned AI from a specialist topic into a leadership priority worldwide.” Scene-setting only, not a UN mandate.
🛠️
Builders
AI practitioners in and around the UN system
So what
Nothing to build with here, but this demand shock moved AI from specialist lane to leadership priority across the UN system.
Watch for
Track the UN measures that followed once generative AI went mainstream; this entry marks the pace change, not a usable UN output.
Use it
Use 30 November 2022 as the before/after line in concept notes or briefings to explain why your prototype now gets leadership scrutiny.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
After 30 November 2022, AI became a capital-level file, so expect faster instructions, more principals’ interest and cross-file spillover.
Watch for
UN processes framed as responses to generative AI’s sudden prominence; after late 2022, AI starts jumping agendas fast.
Use it
Tell capital: this is the trigger for the UN’s accelerated AI work. In briefings, anchor the timeline with “ChatGPT launched on 30 November 2022.”
States Parties to the Convention on Certain Conventional Weapons began informal expert discussions on in 2014. A formal Group of Governmental Experts was established in 2016 and began meeting in 2017. The GGE works by and has agreed guiding principles, including that international humanitarian law applies fully and that human responsibility for decisions on weapon use must be retained.
Why it matters: The CCW remains the principal specialized diplomatic process on autonomous weapons.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
LAWS stays on your mandate map: the CCW is the specialist track, and it fixed two baselines: IHL applies fully, and human responsibility for weapon-use decisions must be retained.
Watch for
The next CCW Group of Governmental Experts meeting and any consensus outcome; this process moves only when States Parties agree.
Use it
Cite the CCW/GGE.1 series and the guiding principles in briefs on LAWS, mission technology, or protection risks.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
States already agreed in the CCW track that international humanitarian law applies fully and human responsibility for decisions on weapon use must be retained.
Watch for
Track the next GGE meeting and any new consensus text in the CCW/GGE.1 series; wording shifts matter.
Use it
Cite the agreed guiding principles and the CCW/GGE.1 series when you push accountability for weapon-use decisions.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
For autonomous weapons, the CCW GGE is the specialist room to cover, and it works by consensus.
Watch for
Track upcoming CCW GGE sessions and any further work on the agreed guiding principles: IHL applies fully, and human responsibility for weapon-use decisions must be retained.
Use it
Cite the CCW/GGE.1 series when reporting to capital. Safe line: the CCW remains the principal specialized diplomatic process on autonomous weapons.
Plain text: the facts, the selected take, and every source URL.
ITU-T Recommendations
ITU AI and machine-learning standardization
⭐Star🏛️GovernanceONGOING TRACKGeneva📡ITU3 takes
ITU-T develops standards and pre-standardization work for and machine learning in telecommunications, networks, multimedia, digital health, autonomous driving and environmental efficiency. Examples include ITU-T Y.3172 on integrating machine learning into future networks, Y.3173 on evaluating intelligence levels and Y.3174 on data handling for machine learning. ITU also supports focus groups and joint initiatives with WHO and other organizations.
Why it matters: Standards provide one of the main routes for converting high-level governance principles into interoperable technical requirements.
What this means for
🛠️
Builders
AI practitioners in and around the UN system
So what
ITU-T gives you buildable AI hooks for telecoms, multimedia, digital health, autonomous driving and environmental-efficiency systems.
Watch for
Track new ITU-T Recommendations, focus groups, and joint initiatives with WHO and others; that is where pre-standardization work hardens into reviewable requirements.
Use it
Use Y.3172, Y.3173 and Y.3174 as checks for network integration, intelligence-level evaluation, and machine-learning data handling, then cite the relevant ITU-T Recommendation in your spec.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
ITU-T makes AI governance technically real: standards you can map to networks, multimedia, digital health and data handling.
Watch for
Track new ITU-T Recommendations and pre-standardization outputs, especially where focus groups or joint work with WHO move use cases toward formal standards.
Use it
Cite Y.3172, Y.3173 and Y.3174 for integrating ML into networks, evaluating intelligence levels, and handling ML data.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
ITU-T turns AI principles into usable requirements for digital-development work across networks, multimedia, digital health, autonomous driving and environmental efficiency.
Watch for
New ITU-T Recommendations, focus-group outputs, and joint ITU work with WHO and other organizations, especially around Y.3172, Y.3173 and Y.3174.
Use it
Cite Y.3172 on integrating machine learning into future networks, Y.3173 on evaluating intelligence levels, and Y.3174 on data handling for machine learning.
UNESCO developed the Readiness Assessment Methodology to help governments evaluate their institutional, legal, social, economic, scientific and technical readiness to implement the 2021 Recommendation. It also developed an Ethical Impact Assessment tool for evaluating systems and policies. Country profiles and completed assessments are published through the Global AI Ethics and Governance Observatory.
Why it matters: These tools turn UNESCO’s normative instrument into country-level governance assessments and implementation plans.
Plain text: the facts, the selected take, and every source URL.
A/HRC/RES/41/11
Human Rights Council resolution on new and emerging digital technologies and human rights
✨Stardust🏛️GovernanceGeneva🧭Human Rights Council
The Human Rights Council adopted, without a vote, a on new and emerging digital technologies and human rights at its forty-first session. It recognized that technologies can facilitate human rights while also creating or amplifying violations and abuses. The resolution requested work by OHCHR and the Council’s Advisory Committee and became part of a continuing Council track on digital technologies.
Why it matters: It established a broad Human Rights Council framework within which AI-related rights issues are addressed.
Plain text: the facts, the selected take, and every source URL.
Secretary-General’s Data Strategy
⭐Star⚙️Inside the MachineINTERNALNew York🏢Secretariat3 takes
The Secretary-General’s Data Strategy aims to strengthen data governance, capabilities, analytics and responsible data use across the UN. It promotes better decision-making, stronger programme delivery and more effective organizational management. adoption in the depends on the data governance, quality and skills foundations established by this strategy.
Why it matters: Reliable and governed data is a prerequisite for responsible institutional AI.
What this means for
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
AI in the Secretariat gets real only if your data governance, quality and skills are real first; this strategy is the operating foundation, not a side project.
Watch for
Track Secretariat implementation that turns governance, capabilities, analytics and responsible data use into working practice across teams.
Use it
Use the Secretary-General’s Data Strategy page to anchor business cases and reviews: reliable, governed data is a prerequisite for responsible institutional AI.
🛠️
Builders
AI practitioners in and around the UN system
So what
Your AI build rises or falls on data foundations: governance, quality and staff capability gate adoption in the Secretariat.
Watch for
Updates to the Secretary-General’s Data Strategy on governance, capabilities, analytics and responsible data use; that is where AI readiness gets set.
Use it
Use the Secretary-General’s Data Strategy page as your checklist: show how your prototype improves decision-making, programme delivery or organizational management and uses governed, reliable data.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI proposals now live or die on data basics: governance, quality and staff skills are the Secretariat’s foundation for adoption.
Watch for
Track Secretariat steps that put the Data Strategy into practice across governance, capabilities, analytics and responsible data use; that is where AI readiness advances.
Use it
Safe line: “Responsible AI in the Secretariat starts with responsible data.” In briefs, tie AI proposals to the strategy’s governance, quality and skills foundations.
Plain text: the facts, the selected take, and every source URL.
OHCHR B-Tech Project
✨Stardust🏛️GovernanceONGOING TRACKGeneva📕OHCHR
OHCHR’s B-Tech Project applies the UN Guiding Principles on Business and Human Rights to digital technologies and technology companies. Its work addresses business models, , remedy, responsible investment and corporate accountability. B-Tech has produced material specifically addressing harms and responsible company practice.
Why it matters: It anchors private-sector AI governance in existing human-rights responsibilities and remedy frameworks.
UNICEF published successive editions of policy guidance on and children. The guidance calls for children’s safety, privacy, non-discrimination, transparency, accountability, inclusion, best interests and meaningful participation to be embedded in AI policy and product design. The 2025 edition expands coverage of , AI companions, environmental impacts, abuse material, supply-chain risks and armed conflict.
Why it matters: It is the UN system’s principal child-rights framework for AI.
Plain text: the facts, the selected take, and every source URL.
UN 2.0 and the Quintet of Change
⭐Star⚙️Inside the MachineINTERNALONGOING TRACKNew York🏢Secretariat3 takes
UN 2.0 groups data, digital, innovation, behavioural science and strategic foresight as the “.” The initiative is intended to modernize UN capabilities and make programmes more adaptive, evidence-based and future-oriented. is treated as part of the digital and data transformation rather than as an isolated reform stream.
Why it matters: UN 2.0 is the main organizational-change framework within which internal AI capabilities are being developed.
What this means for
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
AI sits in UN 2.0’s data-and-digital shift, so build for evidence, adaptation and future use, not as a standalone reform lane.
Watch for
Track UN 2.0 on its official web and network pages; that is where this ongoing internal framework shows how the Quintet gets applied.
Use it
Anchor proposals in “UN 2.0” and the “Quintet of Change,” and cite the official pages to show your AI work fits the UN’s modernization frame.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Frame AI capacity-building under UN 2.0’s Quintet of Change: digital and data transformation for more adaptive, evidence-based, future-oriented programmes.
Watch for
Track UN 2.0 guidance and network updates that turn the Quintet into practical support, especially where AI stays inside digital and data work.
Use it
Use: “AI is part of digital and data transformation, not an isolated reform stream,” and point colleagues to the UN 2.0 site and network.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI reaches your principal through UN 2.0’s Quintet of Change, so pitch it as capability reform across data, digital, innovation, behavioural science and foresight, not a standalone AI lane.
Watch for
UN 2.0 and Quintet of Change updates: that is where internal AI capability development sits.
Use it
Safe line: “We are building AI capability through UN 2.0’s Quintet of Change to make programmes more adaptive, evidence-based and future-oriented.” Link: un.org/two-zero/en.
The Department of Peace Operations developed a strategy for digital transformation of UN peacekeeping. It emphasizes stronger situational awareness, protection of civilians, information integrity, data-driven planning, early warning and mission support. , analytics, remote sensing and automation may support these goals, subject to operational, legal, ethical and security safeguards.
Why it matters: It is the central framework for operational use of advanced digital technologies in UN field missions.
Plain text: the facts, the selected take, and every source URL.
A/RES/75/240
Open-ended Working Group on ICT security and AI intersection
✨Stardust🛰️Adjacent TracksONGOING TRACKNew York🎯GA First Committee
The Open-ended Working Group on security of and in the use of information and communications technologies addresses international law, responsible State behaviour, confidence-building, and cyber threats. intersects with this agenda through AI-enabled cyber operations, automated vulnerability discovery, synthetic influence campaigns and defensive applications. The OEWG is not an AI-governance forum, but its norms are relevant to AI-enabled cyber risk.
Why it matters: AI can change the speed, scale and accessibility of malicious ICT activity.
Plain text: the facts, the selected take, and every source URL.
A/HRC and A/RES series
Privacy in the digital age and AI due diligence
✨Stardust🏛️GovernanceONGOING TRACKNew YorkGeneva⚖️GA Third Committee🧭Human Rights Council
OHCHR’s privacy-in-the-digital-age work increasingly addresses algorithmic decision-making, surveillance and . OHCHR has emphasized that States must conduct when procuring, developing or using AI systems and must provide safeguards, transparency and access to remedy. This work is connected to recurring and Human Rights Council resolutions on privacy in the digital age.
Why it matters: It connects AI governance to established international obligations concerning privacy, equality, expression and due process.
Unite Aware integrates operational information to support situational awareness and decision-making in peacekeeping environments. It is designed to combine information from different mission systems and improve a common operational picture. Public documentation does not provide a complete inventory of any machine-learning models that may be used within specific deployments.
Why it matters: It is a flagship example of data integration and digital decision support in peace operations.
Plain text: the facts, the selected take, and every source URL.
CEB/2022/2/Add.1
Principles for the Ethical Use of AI in the United Nations System
⭐Star⚙️Inside the MachineINTERNALCONSENSUSSystem-wide🧩CEB3 takes
The UN System Chief Executives Board endorsed ten principles for ethical use across the UN system. They address proportionality and do no harm, safety and security, fairness, sustainability, privacy, human autonomy and oversight, transparency, explainability, responsibility, accountability, inclusion and participation. The principles apply across the AI lifecycle and to UN entities using or developing AI.
Why it matters: It is the UN system’s principal internal normative framework for responsible AI.
What this means for
🛠️
Builders
AI practitioners in and around the UN system
So what
Use this as the UN system baseline for AI you build or deploy: ten principles apply across the lifecycle to both use and development.
Watch for
Track how your entity turns these principles into review steps; this sets the system-level floor, not the checklist.
Use it
Cite CEB/2022/2/Add.1 in concept notes and map your project to the ten principles before review: safety, privacy, oversight, transparency, accountability, inclusion, and more.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
Ten endorsed, system-wide principles now set the internal baseline for any UN AI you use or build, across the full lifecycle.
Watch for
Track how your entity turns these principles into local review steps, procurement gates, and deployment checks.
Use it
Cite CEB/2022/2/Add.1 in concept notes, model reviews, and governance checklists; map proposals against all ten principles before approval.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Rights risks now have a system-wide internal hook: these principles require privacy, human autonomy and oversight, accountability, inclusion and participation, and do no harm across the full AI lifecycle.
Watch for
Track how UN entities turn the principles into their own AI policies, procurement rules, and review processes when they use or develop AI.
Use it
Cite CEB/2022/2/Add.1 and test any AI proposal against the listed principles, especially proportionality, privacy, transparency, explainability, responsibility, and accountability.
UNDP and ODET support safe, inclusive and interoperable for identity, payments and data exchange. The encourages digital public goods and technologies. ODET has also examined conditions under which systems may qualify as digital public goods.
Why it matters: Open and interoperable infrastructure is a practical route for developing countries to access and shape AI-enabled public services.
Plain text: the facts, the selected take, and every source URL.
A/HRC/RES/51/22
Human Rights Council resolution on military technologies
✨Stardust🏛️GovernanceGeneva🧭Human Rights Council
The Human Rights Council requested an expert study on the human-rights implications of new and emerging technologies in the military domain. The work includes and autonomous systems and considers the relationship between technological development, international human-rights law and international humanitarian law.
Why it matters: It created a rights-based track for military AI alongside disarmament and security processes.
UN entities use predictive analytics, satellite imagery and machine-learning techniques for food-security monitoring, disaster mapping, displacement analysis and anticipatory action. Public examples include WFP’s SKAI satellite-image project, UNHCR’s Project Jetson experiment and work by OCHA’s Centre for Humanitarian Data. Governance is entity-by-entity: no single UN-wide policy covering all predictive or use in humanitarian operations was found in the public record as of 28 July 2026.
Why it matters: These applications demonstrate practical AI use for prevention, preparedness and crisis response.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
AI already supports UN early warning and crisis analysis, giving your prevention, protection and mission-tech work operational precedents, not just pilots and slideware.
Watch for
Entity-level governance on predictive and generative AI in humanitarian operations; as of 28 July 2026, no UN-wide policy was found in the public record.
Use it
Cite WFP’s SKAI, UNHCR’s Project Jetson, OCHA’s Centre for Humanitarian Data, and anticipatory action work as concrete UN examples.
🛠️
Builders
AI practitioners in and around the UN system
So what
UN teams already use AI for early warning and response, but governance is entity by entity: your prototype must fit the host agency’s rules, not a UN-wide policy.
Watch for
Follow WFP’s SKAI, UNHCR’s Project Jetson, OCHA’s Centre for Humanitarian Data, and anticipatory-action work.
Use it
Use those public examples as precedent and design to the target entity’s review process; there is no single UN-wide compliance checklist here.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
Humanitarian AI is already operational, but governance stays entity-by-entity, so you must bridge agencies on interoperability and review instead of waiting for one UN-wide rulebook.
Watch for
Track whether public guidance moves from project pages to system-wide policy for predictive or generative AI in humanitarian operations.
Use it
Use WFP SKAI, UNHCR Project Jetson, the Centre for Humanitarian Data and OCHA anticipatory-action pages as proof this work is operational, not declaratory.
Plain text: the facts, the selected take, and every source URL.
UN Guidance on the Use of AI Tools at Work
Secretariat staff use of generative AI
⭐Star⚙️Inside the MachineINTERNALSystem-wide🏢Secretariat3 takes
Guidance on staff use of was first issued to personnel in June 2023 and revised on 5 March 2025 as Updated UN Guidance on the Use of AI Tools at Work. It designates an authorized enterprise chat solution for day-to-day work, directs staff away from unapproved tools for official tasks, and addresses confidentiality, personal data, verification, intellectual property, bias and human accountability. Alongside it, the CEB endorsed a system-wide framework for a model policy on the responsible use of and published a report on operational AI use across the system. This guidance sits below the level of a Secretary-General’s bulletin or administrative instruction; no such formal issuance dedicated to generative AI was located in the public policy repositories reviewed.
Why it matters: It is the rule set that actually governs what a UN staffer may paste into a chatbot on a Tuesday afternoon.
What this means for
🛠️
Builders
AI practitioners in and around the UN system
So what
For Secretariat builds, this is the rulebook: use the authorized chat, avoid unapproved tools, and cover confidentiality, personal data, verification, IP, bias, human accountability.
Watch for
Watch whether this guidance gets elevated into a Secretary-General’s bulletin or administrative instruction; none on generative AI was located in public repositories.
Use it
Apply Updated UN Guidance on the Use of AI Tools at Work as your checklist; cite the CEB model policy framework and operational-use report.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A Secretariat baseline is in force: use the authorized enterprise chat tool, keep official work off unapproved tools, and check confidentiality, personal data, verification, IP, bias and human accountability.
Watch for
Watch for a Secretary-General’s bulletin or administrative instruction on generative AI; none was located in the public policy repositories reviewed.
Use it
Cite Updated UN Guidance on the Use of AI Tools at Work (5 March 2025) in rollout notes and staff checklists.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
Secretariat staff now have a working AI rule set: use the authorized enterprise chat solution, not unapproved tools, and manage confidentiality, personal data, verification, IP, bias and human accountability.
Watch for
Track the 5 March 2025 updated guidance, the CEB model policy framework, and the operational-use report.
Use it
Safe line: “The UN already has staff guidance on AI tools at work.” Cite: Updated UN Guidance on the Use of AI Tools at Work.
Plain text: the facts, the selected take, and every source URL.
No single document symbol
Agency chatbots, assistants and pilots
✨Stardust⚙️Inside the MachineINTERNALAGENCYSystem-wide🛰️Funds, programmes & agencies
UN entities have piloted chatbots, virtual assistants, automated translation, satellite-image analysis, anomaly detection and decision-support tools. Public examples are available through UNHCR, WFP, WHO and UNDP. Documentation is uneven, and many pilots are described through innovation pages rather than formal impact evaluations.
Why it matters: These pilots show how UN principles are being applied in services and operations, while exposing gaps in public evaluation.
The UN frames as a technology capable of supporting health, education, agriculture, climate action, public administration and crisis response while also generating risks for equality, rights, employment and the environment. The two 2024 resolutions embed this dual framing in intergovernmental policy. ITU’s AI for Good platform and UNDP’s work are major implementation channels.
Why it matters: The SDG framework explains why UN AI policy combines innovation, rights, safety and capacity-building.
Plain text: the facts, the selected take, and every source URL.
No single document symbol
OICT and Secretariat digital initiatives
✨Stardust⚙️Inside the MachineINTERNALNew York🏢Secretariat
OICT supports enterprise platforms, cloud services, cybersecurity, analytics and digital innovation across the . An OIOS evaluation of digital transformation reported a large, decentralized portfolio of digital initiatives across Secretariat entities, including some involving advanced analytics and . A complete public register of AI systems, models, vendors, risk classifications and impact assessments was not located.
Why it matters: The scale and decentralization of internal digital activity make common governance, evaluation and transparency important.
The United Nations Institute for Disarmament Research conducts research and convenes discussions on , military applications, strategic stability, , testing, assurance, ethics and responsible innovation. Its Security and Technology Programme examines AI together with cyber capabilities, autonomy and other emerging technologies. UNIDIR’s research supports diplomats but does not itself create binding rules.
Why it matters: UNIDIR supplies technical and policy analysis to international security and disarmament negotiations.
WHO, ITU and WIPO established the Global Initiative on for Health as a platform for standards, evaluation, governance and implementation. It builds on the earlier ITU-WHO Focus Group on AI for Health. The initiative aims to support countries and stakeholders in evaluating and deploying health AI safely and equitably.
Why it matters: It combines health, technical standards and intellectual-property expertise across three UN agencies.
Plain text: the facts, the selected take, and every source URL.
AI for Good Global Summit 2023
⭐Star🎪Summits & MomentsGeneva📡ITU3 takes
ITU convened the 2023 summit in Geneva, focusing on , robotics, health, climate, accessibility and the Sustainable Development Goals. The programme combined demonstrations with policy and standards discussions. It marked the platform’s return to a major in-person summit after pandemic-era virtual activity.
Why it matters: It connected rapid generative-AI development with UN development and standards communities.
What this means for
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
One visible UN venue now links AI innovation, development and standards, so your brief can connect opportunity and guardrails in one line.
Watch for
Track the next AI for Good agenda and speakers: they show whether generative AI stays tied to health, climate, accessibility, robotics and the SDGs.
Use it
Safe line: "AI for Good links fast-moving AI with the UN’s development and standards communities." Proof point: the 6–7 July 2023 Geneva summit.
🛠️
Builders
AI practitioners in and around the UN system
So what
One in-person venue put demos beside policy and standards talks across generative AI, robotics, health, climate, accessibility and the SDGs.
Watch for
Track the next AI for Good summit programme and who shows up from standards and development communities; this is a platform, not a rule.
Use it
Use it to scout collaborators and test whether your prototype can survive both a demo and a standards conversation.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Generative AI entered a UN forum tied to health, climate, accessibility and the SDGs, giving your policy work a bridge from capacity-building needs to technical pathways.
Watch for
Track the next AI for Good programme: does generative AI stay central, and do sector sessions produce policy or standards follow-through?
Use it
Use “AI for Good” as a convening hook when you need one frame linking SDG delivery, accessibility, sector policy and standards communities.
The United Kingdom convened the first formal meeting devoted specifically to under the agenda item “Maintenance of international peace and security.” Secretary-General António Guterres warned that AI could support development, humanitarian action and peace efforts but could also amplify disinformation, cyberattacks and weapons risks. He supported consideration of a global AI governance institution able to provide scientific assessment and policy coordination. Briefers included Jack Clark of Anthropic and Yi Zeng of the Chinese Academy of Sciences.
Why it matters: It formally placed AI on the Security Council’s peace and security agenda.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
AI is now on the Council’s agenda, letting you raise disinformation, cyberattacks and weapons risks alongside peace and humanitarian uses.
Watch for
Track Council discussion under “Maintenance of international peace and security” and any move on the Secretary-General’s call for a global AI governance institution.
Use it
Cite S/PV.9381 to justify AI in mission analysis, briefings or mandate language: AI can aid peace efforts but also amplify disinformation, cyberattacks and weapons risks.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
AI is now on the Security Council’s peace-and-security agenda, giving your policy work a UN basis to link capacity, humanitarian use and risk reduction.
Watch for
Track further Council discussion under “Maintenance of international peace and security” and any movement on the Secretary-General’s proposed global AI governance institution.
Use it
Cite S/PV.9381: AI can support development, humanitarian action and peace efforts, but also amplify disinformation, cyberattacks and weapons risks.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
AI is on the Security Council’s peace-and-security agenda, giving your rights work a UN hook on disinformation, cyberattacks and weapons risks.
Watch for
Track follow-on Council discussion under “Maintenance of international peace and security” and whether the Secretary-General’s call for a global AI governance institution advances.
Use it
Cite S/PV.9381: the Council heard AI framed as carrying development promise and conflict risk, useful when pressing safeguards and accountability in security debates.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
AI entered the Council’s peace-and-security lane, so your technical work may be judged on disinformation, cyber and weapons risks, not only delivery value.
Watch for
Track later Council briefings on AI under “Maintenance of international peace and security” and whether the Secretary-General’s governance-institution idea advances.
Use it
Cite S/PV.9381 and 18 July 2023 to show AI reached the Council agenda; use it to justify risk, safety and policy-coordination work.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI entered the Security Council’s peace-and-security lane, so your principal can now treat AI risk as a live UNSC issue, not just a tech-policy sidebar.
Watch for
Track follow-on Council discussion under “Maintenance of international peace and security,” especially any use of the Secretary-General’s call for scientific assessment and policy coordination.
Use it
Cite S/PV.9381. Safe line: “The Security Council has already treated AI as a matter of international peace and security.”
🏛️
OPGA
The President of the General Assembly's team
So what
AI entered the Council’s peace-and-security agenda, so you should defend GA centrality on any wider governance process.
Watch for
Track whether AI stays on the Council’s agenda and whether Secretariat ideas on a global AI governance institution move into intergovernmental processes.
Use it
Cite S/PV.9381 and use: security risks are real, but universal AI governance belongs in member-state forums.
🛠️
Builders
AI practitioners in and around the UN system
So what
AI is now on the Security Council’s peace-and-security agenda, so your work may be read for disinformation, cyberattack and weapons risks, not just development or humanitarian value.
Watch for
Track follow-on Council discussion under “Maintenance of international peace and security” and any move on the Secretary-General’s proposed global AI governance institution.
Use it
Cite S/PV.9381 and check your design for disinformation, cyberattack and weapons-risk exposure before review.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
AI is now on the Security Council agenda, so cover discussion when AI appears in disinformation, cyberattacks or weapons risks.
Watch for
Future meetings under “Maintenance of international peace and security” that pick up AI, and any follow-through on the Secretary-General’s call to consider a global AI governance institution.
Use it
Cite S/PV.9381 and 18 July 2023 to show the Council formally took up AI; tell capital this is not only a digital-policy track.
Plain text: the facts, the selected take, and every source URL.
ILO Working Paper 96
ILO global analysis of generative AI and jobs
⭐Star🌍Development & RightsAGENCYGeneva🔧ILO3 takes
The International Labour Organization assessed occupational exposure to across countries and income groups. It found that clerical work had the highest exposure and concluded that job transformation was more likely than full job elimination. The report also identified substantial gender differences in exposure because women are overrepresented in clerical work in many economies.
Why it matters: It provided an early global UN evidence base on the labour-market distribution of generative-AI impacts.
What this means for
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Aim AI support where labour-market disruption hits first: clerical work, with gendered effects, and plan for job transformation, not mass-elimination stories.
Watch for
Track how country teams, labour ministries and UN partners use this cross-country, cross-income exposure evidence in jobs, skills and social-policy talks.
Use it
Cite ILO Working Paper 96: clerical work has the highest exposure, and job transformation is more likely than full job elimination.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
Shift your labour-and-AI line from job-loss hype: ILO finds clerical work has the highest exposure, and job transformation is more likely than full elimination.
Watch for
Any brief on clerical work, women’s employment, or cross-country and income-group impacts; this is the evidence base.
Use it
Cite ILO Working Paper 96 (21 August 2023). Safe line: “Job transformation is more likely than full elimination, with the highest exposure in clerical work and clear gender differences.”
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
An early UN evidence base sharpens labour-rights analysis: clerical work faces the highest generative-AI exposure, women are more exposed in many economies, and transformation beats full job elimination.
Watch for
Track AI-and-work discussions that use this distributional picture, especially clerical exposure and gender differences.
Use it
Cite ILO Working Paper 96 to press for due diligence on occupation- and sex-based impacts, not just job-loss claims.
The Secretary-General and the President of the International Committee of the Red Cross jointly called on States to negotiate a legally binding instrument establishing prohibitions and restrictions on and to conclude negotiations by 2026. They called for prohibiting unpredictable systems and systems designed or used to apply force against persons, while regulating other systems through limits and .
Why it matters: It is the clearest joint UN-ICRC political call for binding global rules on autonomous weapons.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
A UN-ICRC line now backs binding rules on autonomous weapons: ban unpredictable systems and systems used to apply force against persons; regulate others through limits and meaningful human control.
Watch for
Track whether States open negotiations on a legally binding instrument and keep the aim to conclude by 2026.
Use it
Quote the 5 October 2023 joint call in mission advice, mandate inputs, and Council lines when you need a concise standard.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Anchor your rights case here: ban unpredictable systems and systems designed or used to apply force against persons; keep meaningful human control over others.
Watch for
Track whether States open talks on a legally binding instrument and whether the push to conclude by 2026 holds.
Use it
Quote the 5 October 2023 joint call: prohibit unpredictable systems, prohibit systems applying force against persons, regulate others through limits and meaningful human control.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
Your line just got stronger: the Secretary-General and ICRC President jointly back a legally binding instrument on autonomous weapons, banning unpredictable systems and systems that apply force against persons.
Watch for
Track negotiations toward the 2026 end-date, especially text on prohibitions, restrictions, and meaningful human control.
Use it
Safe line: “The Secretary-General and ICRC President have called for a legally binding instrument on autonomous weapons, to be concluded by 2026.”
The Secretary-General launched a 39-member High-level Advisory Body on for a one-year mandate. Its members served in their personal capacities and came from government, industry, academia and civil society across 33 countries. The Body was asked to advance recommendations on global AI governance, improve shared understanding of AI risks and opportunities, and support use of AI for the Sustainable Development Goals.
Why it matters: It created the expert process that developed the institutional blueprint for later UN AI governance mechanisms.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
This starts the Secretary-General’s expert AI track, the source of governance ideas that can surface in Council debates, mission tech and risk discussions.
Watch for
The Body’s recommendations at the end of its one-year mandate; that is the shift from expert advice to intergovernmental politics.
Use it
Need the origin point for current UN AI-governance ideas? Cite the Secretary-General’s launch of the High-level Advisory Body on AI on 26 October 2023.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
This gives you a UN-backed hook to frame AI as SDG delivery plus governance and capacity-building, not only risk.
Watch for
The body’s one-year mandate and its recommendations on global AI governance, shared understanding of risks and opportunities, and AI for the SDGs.
Use it
Cite the 26 October 2023 launch and use a three-part test in proposals: governance, shared understanding, and AI for the SDGs.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
An SG-launched expert body is shaping AI-governance recommendations; press rights, due diligence and accountability before structures harden.
Watch for
Its one-year mandate and any recommendations on global AI governance, AI risks and opportunities, and AI for the SDGs.
Use it
Cite the 26 October 2023 launch and the UN AI Advisory Body pages to justify rights-based input now.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A one-year expert track opened outside intergovernmental negotiation: useful governance recommendations and risk/opportunity framing, but not an internal technical standard.
Watch for
Track the Body’s recommendations under its one-year mandate and any pickup in later UN AI-governance processes.
Use it
Cite the Secretary-General’s 26 October 2023 launch and the official AI Advisory Body pages to separate expert advice from agreed UN policy in briefs, guidance and adoption reviews.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
The Secretary-General launched a 39-member AI body for one year to recommend global AI governance, clarify risks and opportunities, and support AI for the SDGs.
Watch for
Its recommendations within a year; that is the next concrete output likely to shape UN AI governance briefs.
Use it
Safe line: “On 26 October 2023, the Secretary-General launched a 39-member High-level Advisory Body on AI from 33 countries.”
🏛️
OPGA
The President of the General Assembly's team
So what
This began under SG authority: he launched and tasked a one-year advisory body; the Assembly’s job is to route any recommendations into intergovernmental process.
Watch for
Track the body’s recommendations and any move to convert them into GA mandates, modalities or review cycles.
Use it
Safe PGA line: “The Secretary-General convened expert advice; Member States decide what becomes intergovernmental mandate.”
🛠️
Builders
AI practitioners in and around the UN system
So what
Nothing to build with here yet, but this expert track starts shaping recommendations your prototype may later need to survive review.
Watch for
Track what the one-year Advisory Body produces: recommendations on global AI governance, AI risks and opportunities, and AI for the Sustainable Development Goals.
Use it
Cite the Secretary-General’s 26 October 2023 launch and the UN AI Advisory Body pages to show you are aligning early with emerging UN AI-governance expectations.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
An expert track now feeds UN AI governance: a 39-member body, serving in personal capacities for one year, was tasked to recommend global governance approaches and AI for the SDGs.
Watch for
Track the Body’s recommendations and any follow-on intergovernmental process; that is the handoff to Member State negotiation.
Use it
Tell capital this is advisory, not negotiated text. Cite the Secretary-General’s 26 October 2023 launch and mandate when tracing later UN AI proposals.
The Body comprised 39 experts from 33 countries and was described by the UN as geographically diverse and gender-balanced. Its co-chairs were Carme Artigas of Spain and James Manyika of Google-Alphabet. The complete official roster and member biographies are maintained on the Advisory Body website.
Why it matters: The membership reflects the multi-stakeholder model used by the Secretary-General to develop global AI governance proposals.
The High-level Advisory Body released its interim report, Governing AI for Humanity. The report proposed guiding principles and identified functions that international governance should perform, including scientific assessment, risk monitoring, policy , and accountability. It was followed by public consultations and further expert work before the final report.
Why it matters: It was the first consolidated UN expert proposal for an inclusive international AI governance architecture.
What this means for
🏛️
OPGA
The President of the General Assembly's team
So what
A Secretariat-linked expert process set out AI-governance functions, giving you a reference point for proposals Member States may later pull into GA machinery.
Watch for
Track the final report, plus the consultations and expert work before it; that is where advisory ideas harden into options.
Use it
Cite Governing AI for Humanity as the first consolidated UN expert proposal: scientific assessment, risk monitoring, policy interoperability, capacity-building, accountability.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A usable functions list hit the UN AI debate: scientific assessment, risk monitoring, policy interoperability, capacity-building, accountability.
Watch for
Track the public consultations and further expert work that followed; that is where principles sharpened into governance design.
Use it
Cite Governing AI for Humanity as the first consolidated UN expert proposal for inclusive international AI governance, and use the functions as your checklist.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Accountability entered a UN expert blueprint for AI governance, giving you a hook to press for oversight alongside risk monitoring, interoperability and capacity-building.
Watch for
Track the final report after public consultations and further expert work; proposed governance functions may harden or shift.
Use it
Cite Governing AI for Humanity and quote “accountability” when you argue AI governance cannot stop at standards and capacity-building.
Plain text: the facts, the selected take, and every source URL.
A/RES/78/241
General Assembly resolution on lethal autonomous weapons systems
⭐Star🏛️GovernanceVOTEDNew York🏛️GA plenary🎯GA First Committee4 takes
The adopted its first devoted to by a of 152 in favour, 4 against and 11 abstentions, at its fiftieth . The resolution requested the Secretary-General to seek views from States and relevant stakeholders and submit a report to the Assembly. It recognized the continuing work of the Convention on Certain Conventional Weapons Group of Governmental Experts while opening a universal General Assembly track.
Why it matters: It expanded autonomous-weapons deliberations beyond the consensus-based CCW process to the full UN membership.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
LAWS now sits in the General Assembly, not only the CCW experts’ track, shifting the politics around mandates, protection concerns and Council messaging.
Watch for
The Secretary-General’s report to the Assembly, based on States’ and stakeholders’ views, and how it links the new GA track with continuing CCW work.
Use it
Cite A/RES/78/241: the Assembly opened a universal track on lethal autonomous weapons systems while recognizing continuing CCW work.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
LAWS is no longer fenced inside the CCW: you can press human-rights risks, accountability and civilian-protection concerns in a universal General Assembly process as well.
Watch for
Track the Secretary-General’s report compiling views from States and relevant stakeholders for the Assembly, alongside the continuing CCW Group of Governmental Experts work.
Use it
Cite A/RES/78/241 to argue that LAWS now warrants Assembly-wide scrutiny, and submit rights-focused views when the Secretary-General seeks stakeholder input.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
LAWS is now a two-track file: the CCW GGE continues, and the General Assembly has opened a universal track for all Member States.
Watch for
The Secretary-General’s requested report seeking views from States and relevant stakeholders, and whatever Assembly follow-up comes after this first dedicated LAWS resolution.
Use it
Cite A/RES/78/241 to brief capital: the Assembly has opened a parallel universal LAWS track; submit national views early for the Secretary-General’s report.
🏛️
OPGA
The President of the General Assembly's team
So what
The Assembly opened a universal track on lethal autonomous weapons systems and tasked the Secretary-General to report back to Member States.
Watch for
Track the Secretary-General’s report requested by A/RES/78/241, based on views from States and relevant stakeholders.
Use it
Cite A/RES/78/241, adopted on 22 December 2023 by recorded vote. Safe line: “The Assembly opened a universal track while recognizing the CCW’s continuing work.”
UN reports describe inequality in terms of connectivity, , data, financing, skills, language coverage and institutional capacity. The Advisory Body, , UNCTAD and ODET call for international cooperation and public-interest infrastructure to prevent concentration of AI capabilities and benefits. for developing countries is therefore treated as a core governance issue rather than a separate development programme.
Why it matters: The AI-divide concept is the central development rationale for equitable global AI governance.
What this means for
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Treat AI capacity-building as governance work: support countries on compute, data, financing, skills, language coverage and institutional capacity, tied to SDG policy and finance.
Watch for
Track how the Global Digital Compact, UNCTAD, ODET and the Advisory Body link cooperation and public-interest infrastructure to preventing concentration of AI capabilities and benefits.
Use it
Use “from the digital divide to the AI divide” in planning and financing talks, backed by A/RES/78/311 and cited UN reports.
🏛️
OPGA
The President of the General Assembly's team
So what
AI capacity-building now sits inside the governance case you steer in the Assembly, not off to the side as development add-on.
Watch for
Track how Member States carry the AI-divide frame into Assembly negotiations and reviews on international cooperation, public-interest infrastructure and support for developing countries.
Use it
Use: closing the AI divide is a governance task, not a side programme. Anchor it in A/RES/78/311 and the cited UN reports.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI capacity-building is no longer side work; you can frame compute, data, skills, language coverage and institutional capacity as core AI-governance business.
Watch for
Track UNCTAD, ODET, Advisory Body and Global Digital Compact follow-through linking international cooperation and public-interest infrastructure to preventing concentration of AI capabilities and benefits.
Use it
Safe line: “Closing the AI divide is a governance task, not an afterthought.” Cite A/RES/78/311.
ODET supports follow-up and implementation through mapping commitments, convening stakeholders, tracking initiatives and supporting intergovernmental processes. The commitments were implemented first through negotiations that led to A/RES/79/325, followed by creation of the and . The Compact mandates a high-level review during the ’s eighty-second session.
Why it matters: It creates an accountability cycle linking political commitments, operational mechanisms and General Assembly review.
What this means for
🏛️
OPGA
The President of the General Assembly's team
So what
The Compact gives the Assembly the review point linking AI commitments, follow-up machinery and accountability, strengthening GA centrality.
Watch for
Track preparations for the high-level review during the General Assembly’s eighty-second session and how follow-up to A/RES/79/325 feeds it.
Use it
Cite A/RES/79/1: the Assembly is where AI commitments, operational mechanisms and review meet. Safe line: “the General Assembly is where AI commitments return for accountability.”
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
AI under the Compact now has an Assembly accountability track: A/RES/79/1 commitments, A/RES/79/325 implementation, then a mandated high-level review at the GA’s eighty-second session.
Watch for
Track preparations for the high-level review and any ODET-supported intergovernmental follow-up, commitment mapping, initiative tracking and stakeholder convenings that can shape instructions.
Use it
Brief capital with A/RES/79/1 → A/RES/79/325 → GA eighty-second-session review: the clearest citation trail on implementation and where process space remains open.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI commitments now sit on an accountability track: political pledges in the Global Digital Compact, operational follow-up through A/RES/79/325, then General Assembly review.
Watch for
The high-level review during the General Assembly’s eighty-second session, and any ODET-supported mapping, initiative tracking and intergovernmental follow-up feeding into it.
Use it
Cite A/RES/79/1 for the commitments and A/RES/79/325 for first implementation. Safe line: “The Compact now has a live review cycle, not just a launch moment.”
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
AI commitments now run on an accountability cycle: universal commitments in A/RES/79/1, implementation through A/RES/79/325, then General Assembly review.
Watch for
Track the high-level review in the General Assembly’s eighty-second session, plus ODET mapping, initiative tracking and intergovernmental follow-up feeding into it.
Use it
Cite A/RES/79/1 for capacity-building, financing and AI-divide asks, then pair it with A/RES/79/325 when you need the implementation track, not just the promise.
OCHA’s Centre for Humanitarian Data supports responsible data management, predictive analytics and model-related risk management in humanitarian settings. OCHA also supports anticipatory action based on forecasts and predefined triggers. The data-responsibility framework is public; a single consolidated public OCHA policy governing all generative-AI use was not found in the public record as of 28 July 2026.
Why it matters: OCHA’s data-responsibility work provides foundational safeguards for AI and predictive systems across humanitarian operations.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
If your mission uses humanitarian data or forecasts, treat safeguards and model-risk management as core operating requirements, not add-ons.
Watch for
Track OCHA’s public data-responsibility updates and anticipatory-action practice using forecasts and predefined triggers; no single public OCHA generative-AI policy was found as of 28 July 2026.
Use it
Apply OCHA’s public data-responsibility framework as a checklist for early-warning, forecasting and mission-support tools that use humanitarian data.
🛠️
Builders
AI practitioners in and around the UN system
So what
For humanitarian builds, OCHA gives you a usable floor: public data-responsibility guidance, predictive-analytics risk management, and anticipatory action tied to forecasts and predefined triggers.
Watch for
No consolidated public OCHA policy for all generative-AI use was found as of 28 July 2026; track whether OCHA publishes one.
Use it
Use OCHA’s public data-responsibility framework as your checklist, and point reviewers to the Centre for Humanitarian Data and OCHA anticipatory action pages.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Use this in country AI work: OCHA pairs predictive tools with public data-responsibility safeguards and trigger-based action in high-risk settings.
Watch for
Track OCHA updates on data responsibility, predictive analytics, model-risk management and anticipatory action; no single public generative-AI policy was found as of 28 July 2026.
Use it
Apply OCHA’s public data-responsibility framework as a checklist in programme design and financing talks on AI, forecasts and pre-agreed triggers.
The calls for interoperable and rights-respecting approaches to data governance. It connects data to privacy, development, cross-border flows, public-interest uses and systems. As of 28 July 2026 the Compact had not produced a single binding global data-governance framework; the work remains a set of parallel processes rather than one instrument.
Why it matters: Data governance is a foundational dependency for AI accountability, inclusion and international cooperation.
Plain text: the facts, the selected take, and every source URL.
No single document symbol
Secretary-General’s scientific and digital advisory structures
✨Stardust⚙️Inside the MachineINTERNALNew York🏢Secretariat
Relevant structures include the Scientific Advisory Board, ODET, the network, the former High-level Advisory Body on and the . Their roles are different: internal strategic advice, coordination, organizational transformation, time-limited policy recommendations and independent scientific assessment. They should not be presented as a single hierarchy.
Why it matters: Clear institutional distinctions prevent confusion between internal management, expert advice and intergovernmental governance.
UNDP worked with the Italian G7 presidency on an Hub for Sustainable Development, initially focused on African ecosystems. The initiative maps needs and opportunities and aims to support partnerships, local innovation, skills, responsible governance and access to resources. It reflects the priorities later emphasized in resolutions.
Why it matters: It is an example of linking global AI governance with practical ecosystem development in lower-capacity settings.
UNDP’s Landscape Assessment helps governments assess the national environment for responsible AI. It examines data, infrastructure, institutions, skills, innovation, inclusion and governance. UNDP also offers joint country support with UNESCO, combining UNDP’s landscape assessment with UNESCO’s ethics-focused Readiness Assessment Methodology.
Why it matters: It is a principal UN delivery mechanism for national AI readiness and capacity-building.
The World Food Programme supports applications for satellite-image analysis, food-security monitoring, assistance integrity, logistics and mission planning. Public projects include SKAI, anomaly detection for assistance delivery, an enterprise deduplication service and an AI-supported mission planner. WFP presents AI as a way to increase speed, targeting and operational efficiency while requiring responsible use.
Why it matters: WFP offers some of the clearest publicly documented examples of AI in frontline humanitarian operations.
Plain text: the facts, the selected take, and every source URL.
WHO guidance on large multi-modal models for health
✨Stardust🌍Development & RightsAGENCYGeneva🩺WHO
WHO released guidance on the ethics and governance of large multi-modal models used in health care, public health, scientific research and drug development. It recommends regulatory oversight, transparency, independent auditing, cybersecurity, stakeholder participation and post-deployment monitoring. WHO warns that plausible but inaccurate outputs can create serious harm in health settings.
Why it matters: It addresses risks created when general-purpose generative models enter high-risk health systems.
Plain text: the facts, the selected take, and every source URL.
High Commissioner calls for human rights at the core of generative AI
✨Stardust🏛️GovernanceGeneva📕OHCHR
High Commissioner for Human Rights Volker Türk stated that human rights must guide the entire lifecycle of systems. He emphasized transparency, accountability, non-discrimination, participation, privacy and remedy. He also linked government obligations and corporate responsibilities to the UN Guiding Principles on Business and Human Rights.
Why it matters: It is a concise authoritative statement of OHCHR’s approach to generative AI.
The adopted by and without a vote the United States-led Seizing the opportunities of safe, secure and trustworthy artificial intelligence systems for sustainable development. The draft was issued as A/78/L.49 and adopted at the Assembly’s sixty-third . The resolution emphasizes international law, human rights, privacy, safety, inclusion and the need to close digital and development divides.
Why it matters: It established the first universal General Assembly consensus on broad AI governance and sustainable development.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
A consensus GA text now ties AI to international law, human rights, privacy, safety and inclusion: guardrails when mission tech, early warning or weapons debates drift into capability talk.
Watch for
Track where those terms reappear in later GA AI processes and peace-and-security debates.
Use it
Cite A/RES/78/265 as the first universal GA consensus on broad AI governance, adopted without a vote on 21 March 2024.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
You can now cite one universal GA text that ties AI to sustainable development, inclusion, and closing digital and development divides.
Watch for
Track where this language reappears in later GA negotiations and resolutions on AI, sustainable development, human rights, privacy, and safety.
Use it
Use A/RES/78/265 as agreed language linking AI and sustainable development; consensus adoption makes it a safe cross-system reference.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Human rights and privacy are now Assembly baseline AI language, adopted by consensus and without a vote, so you can press rights, inclusion and digital-divide concerns as agreed terms, not side issues.
Watch for
Track reuse in later Assembly AI texts and in statements citing A/RES/78/265 and the sixty-third plenary record.
Use it
Cite A/RES/78/265 and, if needed, A/78/PV.63 to anchor interventions on international law, human rights, privacy, safety and inclusion.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
Broad AI governance is now Assembly-agreed baseline language: set standards, procurement terms and internal guidance against international law, human rights, privacy, safety, inclusion, and closing digital and development divides.
Watch for
Track how later Assembly AI texts build on this baseline, starting from the adopted resolution and its meeting record.
Use it
Cite A/RES/78/265; for the draft and adoption record, use A/78/L.49 and A/78/PV.63.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
You can cite a first-ever, consensus General Assembly AI baseline for briefs and speeches, anchored in sustainable development, human rights, privacy, safety and inclusion.
Watch for
Track follow-on Assembly language building on A/RES/78/265, especially on international law and closing digital and development divides.
Use it
Use A/RES/78/265. Safe line: “The General Assembly has already adopted by consensus a broad baseline for safe, secure and trustworthy AI systems for sustainable development.”
🏛️
OPGA
The President of the General Assembly's team
So what
The GA now has its first consensus AI baseline: broad governance language tied to sustainable development, human rights, privacy, safety and inclusion.
Watch for
Track where A/RES/78/265 is cited in later GA negotiations and plenary debates on AI; adoption by consensus without a vote gives it weight.
Use it
Cite A/RES/78/265, adopted on 21 March 2024, and say: this is the Assembly’s first universal consensus on broad AI governance.
🛠️
Builders
AI practitioners in and around the UN system
So what
GA consensus now gives your prototype a safe review baseline: human rights, privacy, safety, inclusion, sustainable development, and closing digital and development divides.
Watch for
Pull A/78/PV.63 and A/78/L.49 when you need the adoption record or exact drafting history behind the 21 March 2024 resolution.
Use it
Cite A/RES/78/265 and use its themes as your build checklist: international law, human rights, privacy, safety, inclusion, sustainable development, digital and development divides.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
GA consensus on broad AI now exists, so you can report universal cover for language on international law, human rights, privacy, safety, inclusion, and closing digital and development divides.
Watch for
Track follow-on AI texts that cite or build on A/RES/78/265; it is the baseline Assembly precedent, led by the United States.
Use it
Cite A/RES/78/265: adopted by consensus, without a vote, from A/78/L.49 on 21 March 2024.
Plain text: the facts, the selected take, and every source URL.
AI for Good Global Summit 2024
✨Stardust🎪Summits & MomentsGeneva📡ITU
The 2024 summit brought together governments, companies, researchers, civil society and UN organizations. Major themes included governance, technical standards, robotics, health, climate and accessibility. It took place during the same year as the first two AI resolutions and the final Advisory Body report.
Why it matters: It linked intergovernmental policy developments with technical and implementation communities.
The adopted without a vote the China-led Enhancing international cooperation on capacity-building of artificial intelligence. The draft was issued as A/78/L.86 and adopted at the ninety-seventh . It calls for cooperation on infrastructure, financing, knowledge-sharing, technical assistance, data, skills and institutional capacity, with particular attention to developing countries.
Why it matters: It made equitable access and developing-country capacity a distinct pillar of UN AI governance.
What this means for
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Capacity-building is now a stand-alone AI governance track you can anchor in UN language: infrastructure, financing, knowledge-sharing, technical assistance, data, skills and institutional capacity, with developing countries central.
Watch for
Track how agencies, country teams and intergovernmental processes pick up A/RES/78/311 in AI cooperation, financing and digital-capacity discussions.
Use it
Cite A/RES/78/311 in programme notes and funding pitches; use its list as a checklist for what an AI capacity-building package should cover.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
AI capacity-building is now a standalone GA track, adopted by consensus, so your capital can treat developing-country needs as settled UN language, not an add-on.
Watch for
Track follow-on GA drafting and statements building on A/RES/78/311’s frame: infrastructure, financing, knowledge-sharing, technical assistance, data, skills and institutional capacity.
Use it
Cite A/RES/78/311; if process matters, note it was China-led, issued as A/78/L.86, and adopted without a vote on 1 July 2024.
🏛️
OPGA
The President of the General Assembly's team
So what
Capacity-building for equitable AI access, especially in developing countries, is now a consensus-set GA pillar on AI cooperation.
Watch for
Track where A/RES/78/311 is cited in later GA AI talks on infrastructure, financing, knowledge-sharing, technical assistance, data, skills and institutional capacity.
Use it
Cite A/RES/78/311, adopted without a vote on 1 July 2024; safe line: "The General Assembly has already set equitable AI capacity-building as a shared priority."
🛠️
Builders
AI practitioners in and around the UN system
So what
Capacity-building is now a stand-alone UN AI pillar, so projects with infrastructure, data, skills, technical assistance or institutional strengthening fit the direction of travel.
Watch for
Track who cites A/RES/78/311 in AI negotiations and programme design: it puts equitable access on the table, but creates no build-ready mechanism.
Use it
Cite A/RES/78/311 or A/78/L.86 in concept notes to justify capacity-building components: financing, knowledge-sharing, data, skills and institutional capacity are named.
Plain text: the facts, the selected take, and every source URL.
A/79/88
Secretary-General’s report on lethal autonomous weapons systems
✨Stardust🕊️Peace & SecurityNew York🏢Secretariat🎯GA First Committee
The report compiled submissions from , observer States, international and regional organizations, the ICRC, civil society, academia and industry pursuant to A/RES/78/241. It presents differing views on legal sufficiency, , prohibitions, restrictions and the appropriate negotiating forum. The report does not itself establish a negotiated UN position.
Why it matters: It is the most comprehensive official UN compilation of government and stakeholder positions on autonomous weapons.
The Advisory Body released its final report after extensive consultations. It proposed seven measures: an international on ; an annual policy dialogue; an AI standards exchange; a capacity-development network; a global fund for AI; a global AI data framework; and a small AI office within the UN . The report also called for global AI governance grounded in the UN Charter, international law, human rights and sustainable development.
Why it matters: It supplied the institutional design later endorsed by Member States for a scientific panel and global dialogue.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
This gives you a UN-grounded menu for AI in peace and security: science input, policy dialogue, standards exchange, capacity support and a Secretariat AI office.
Watch for
Track intergovernmental decisions that turn these ideas into mandates, especially the scientific panel, annual policy dialogue and any AI office role.
Use it
Cite Governing AI for Humanity for a Charter-, international law- and human rights-based frame in briefings on AI in conflict or mission technology.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
AI governance now squarely includes capacity, finance and SDGs: the report proposes a capacity-development network, a global fund for AI, and sustainable development as a grounding.
Watch for
Track which of its seven proposals move into intergovernmental decisions, especially the scientific panel and annual policy dialogue later endorsed by Member States.
Use it
Cite Governing AI for Humanity on capacity-building and finance, and use its seven proposals as a checklist in development-policy discussions.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Rights language is baked in: the report grounds AI governance in the UN Charter, international law, human rights and sustainable development.
Watch for
Track which proposals move first: the international scientific panel, annual policy dialogue, and small AI office in the Secretariat.
Use it
Quote that baseline when challenging surveillance-heavy or rights-thin AI proposals; attach the 19 September 2024 final report link.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
Use this as a design brief: seven proposals put standards exchange, a data framework, capacity support and a small Secretariat AI office on the table.
Watch for
Track which proposals get picked up next, especially the scientific panel and annual policy dialogue.
Use it
Cite Governing AI for Humanity for a UN-rooted menu of technical options and a line linking AI governance to the UN Charter, international law, human rights and sustainable development.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
A ready menu for principals on UN AI governance: seven institutional options, grounded in the UN Charter, international law, human rights and sustainable development.
Watch for
Which of the seven proposals move from advisory text into intergovernmental decisions, especially the scientific panel and annual policy dialogue.
Use it
Cite Governing AI for Humanity: UN AI governance should be grounded in the UN Charter, international law, human rights and sustainable development.
🏛️
OPGA
The President of the General Assembly's team
So what
This gives you a Secretariat blueprint for AI governance; Assembly ownership still depends on Member States turning proposals into GA mandates.
Watch for
Track which of the seven proposals Member States carry into negotiations, especially the scientific panel and annual policy dialogue later endorsed by States.
Use it
Safe PGA line: “Member States now have a concrete menu for UN-grounded AI governance, rooted in the Charter, international law, human rights and sustainable development.”
🛠️
Builders
AI practitioners in and around the UN system
So what
A practical blueprint landed: standards exchange, capacity network, data framework, fund and a small UN AI office are the builder-relevant pieces, though the report itself creates no compliance duty.
Watch for
Whether Member States pick up these proposals next, especially the scientific panel and annual policy dialogue later endorsed.
Use it
Cite Governing AI for Humanity for standards-sharing, capacity-building, data-governance or funding asks; use its seven measures as your concept-note structure.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
This report became the blueprint for later UN AI architecture: seven measures, including a scientific panel, annual policy dialogue and a small AI office in the Secretariat.
Watch for
Track which of the seven measures reappear in Member State mandates; the scientific panel and annual policy dialogue already carried through.
Use it
Cite Governing AI for Humanity and use the seven-part list as your checklist for capital: what is in, out, or still open.
Heads of State and Government adopted the Pact for the Future at the Summit of the Future. The appears as Annex I and covers connectivity, digital inclusion, human rights online, data governance, , trust and safety, and governance. The Compact calls for establishment of an on AI and a on AI Governance. It also mandates a high-level review during the ’s eighty-second session.
Why it matters: It is the principal intergovernmental mandate for the UN’s current digital and AI governance architecture.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
AI governance now rests on a universal, consensus mandate you can cite in Council-facing, mission-tech and protection discussions without arguing legitimacy first.
Watch for
Track the high-level review in the General Assembly’s eighty-second session, and how the Independent International Scientific Panel on AI and the Global Dialogue on AI Governance get set up.
Use it
Cite A/RES/79/1, Annex I. Handy line: the principal intergovernmental mandate for the UN’s current digital and AI governance architecture.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Anchor AI capacity, inclusion and SDG asks in a universal, consensus mandate covering connectivity, digital inclusion, digital public infrastructure and AI governance.
Watch for
Track the high-level review in the General Assembly’s eighty-second session, plus setup of the Independent International Scientific Panel on AI and the Global Dialogue on AI Governance.
Use it
Cite A/RES/79/1, Annex I in notes and funding pitches: the intergovernmental mandate for the UN’s digital and AI governance architecture.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Human rights online and AI governance now sit in a consensus mandate you can cite when pushing safeguards and accountability.
Watch for
Track the high-level review in the General Assembly’s eighty-second session, and follow work on the Independent International Scientific Panel on AI and the Global Dialogue on AI Governance.
Use it
Cite A/RES/79/1, Annex I. Useful line: governments adopted commitments on human rights online, trust and safety, and AI governance by consensus.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A universal, consensus mandate now anchors your AI and digital work across data governance, digital public infrastructure, trust and safety, and AI governance.
Watch for
Track the high-level review in the General Assembly’s eighty-second session and how the Independent International Scientific Panel on AI and the Global Dialogue on AI Governance get established.
Use it
Cite A/RES/79/1, Annex I in concept notes and standards discussions to justify interoperability, inclusion, rights, and data-governance requirements together.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
Your principal now has a consensus, Heads-of-State-level UN mandate on digital and AI governance, anchored in the Pact for the Future.
Watch for
Track the high-level review in the General Assembly’s eighty-second session, plus follow-up on the Scientific Panel on AI and the Global Dialogue on AI Governance.
Use it
Cite A/RES/79/1, Annex I. Safe line: “The Global Digital Compact is the UN’s consensus mandate on digital and AI governance.”
🏛️
OPGA
The President of the General Assembly's team
So what
The Assembly now holds the mandate for the UN’s digital and AI architecture, including the call to establish an Independent International Scientific Panel on AI and a Global Dialogue on AI Governance.
Watch for
The high-level review in the General Assembly’s eighty-second session is your next point to steer implementation and assert GA centrality.
Use it
Cite A/RES/79/1, Annex I. Safe line: “The UN’s principal intergovernmental mandate for digital and AI governance.”
🛠️
Builders
AI practitioners in and around the UN system
So what
Build to the UN’s consensus baseline: AI now sits with data governance, digital public infrastructure, trust and safety, and rights online.
Watch for
The high-level review at the General Assembly’s eighty-second session, and how the Scientific Panel and Global Dialogue are set up.
Use it
Cite A/RES/79/1, Annex I, then check your prototype against its headings: data governance, digital public infrastructure, trust and safety, rights online, AI governance.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
Consensus adoption gives you a universal AI baseline to report to capital and cite in negotiations.
Watch for
The high-level review in the General Assembly’s eighty-second session, plus follow-up on the Scientific Panel on AI and Global Dialogue on AI Governance.
Use it
Cite A/RES/79/1, Annex I. Safe line: the intergovernmental mandate for the UN’s current digital and AI governance architecture.
The Compact addresses universal connectivity, digital inclusion, digital literacy, human rights online, Internet governance, digital trust and safety, data governance, digital public goods and . It reaffirms multi-stakeholder cooperation and links digital transformation to the Sustainable Development Goals. Its scope is explicitly non-military.
Why it matters: AI governance is embedded within a wider digital-governance architecture.
The United States convened a high-level briefing during its December presidency on and the maintenance of international peace and security. It was the Council’s 9821st meeting. The discussion covered military applications, , cyber risks, disinformation, strategic stability, international law and . The Secretary-General told the Council that AI was outpacing the world’s ability to govern it and urged to agree international guard-rails.
Why it matters: It broadened Security Council treatment of AI from a first briefing into a recurring high-level security issue.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
AI is now a recurring Council file, giving your mandate language, mission tech choices and warnings on autonomous weapons, cyber risk and disinformation firmer footing.
Watch for
The next Council product or presidency initiative that turns this into follow-up, especially any text on guard-rails, international law or human control.
Use it
Cite S/PV.9821 and the Secretary-General’s line that AI is outpacing the world’s ability to govern it to back early-warning, mission-technology and protection discussions.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
AI is now a Security Council file, so your mission may need coverage across military use, cyber risk, disinformation, international law and human control.
Watch for
Watch whether AI returns to the Council programme of work after the 19 December 2024 debate.
Use it
Cite S/PV.9821: the Council treated AI as a peace and security issue. Tell capital this may need political, legal and tech coordination.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
AI is now a Security Council security file, not a one-off tech briefing, so your principal can treat it as part of the peace-and-security agenda.
Watch for
The next Council discussion on military uses, autonomous weapons, cyber risks, disinformation, strategic stability, international law and human control.
Use it
Cite S/PV.9821. Safe line: the Secretary-General warned that AI is outpacing the world’s ability to govern it and urged Member States to agree international guard-rails.
Plain text: the facts, the selected take, and every source URL.
A/RES/79/239
General Assembly resolution on AI in the military domain
⭐Star🏛️GovernanceVOTEDNew York🏛️GA plenary🎯GA First Committee3 takes
The adopted Artificial intelligence in the military domain and its implications for international peace and security by a of 159 in favour, 2 against and 5 abstentions, at its fifty-fifth . The addresses military beyond the narrower lethal track. It requested the Secretary-General to seek views and prepare a report cataloguing opportunities, risks, challenges and existing or emerging normative proposals.
Why it matters: It created a broader General Assembly workstream on military AI, including decision support, command systems, cyber operations and strategic risk.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
A broader GA track on military AI now sits alongside lethal autonomous weapons, giving your mandates and analysis cover to address decision support, command systems, cyber operations and strategic risk.
Watch for
Track the Secretary-General’s report requested by A/RES/79/239: it will compile views on opportunities, risks, challenges and normative proposals.
Use it
Cite A/RES/79/239 to raise military AI in mission technology, early warning or Security Council-facing analysis beyond the LAWS lane.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
A broader GA lane on military AI lets you press rights risks beyond lethal autonomous weapons, including decision support, command systems, cyber operations and strategic risk.
Watch for
The Secretary-General’s report under A/RES/79/239, seeking views and cataloguing opportunities, risks, challenges, and existing or emerging normative proposals.
Use it
Cite A/RES/79/239 to insist scrutiny covers full military AI functions, not only weapons release decisions; submit rights-focused views for the Secretary-General’s report.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
A broader GA military-AI track now runs alongside the lethal autonomous weapons process, so you may need to cover both the resolution and the report it launched.
Watch for
Track the Secretary-General’s call for views and report under A/RES/79/239 on opportunities, risks, challenges, and normative proposals.
Use it
Tell capital this passed by recorded vote, 159-2-5, on 24 December 2024; cite A/RES/79/239 as the GA entry point on military AI.
Plain text: the facts, the selected take, and every source URL.
International AI Standards Exchange
⭐Star🏛️GovernanceONGOING TRACKGeneva📡ITU3 takes
ITU’s Standards Exchange provides access to standards and related technical publications from ITU, ISO, IEC and other standards-development organizations. It also includes standards news and material. The initiative responds to commitments on interoperable standards and international cooperation.
Why it matters: It helps policymakers and developers navigate a fragmented international AI standards landscape.
What this means for
🛠️
Builders
AI practitioners in and around the UN system
So what
Cut the standards hunt: this is one place to find AI standards and technical publications from ITU, ISO, IEC and others, plus capacity-building material.
Watch for
Track additions to the ongoing Exchange: new standards, technical publications and standards news.
Use it
Start every standards scan here, using the AI Standards Exchange database to show alignment with Global Digital Compact commitments on interoperable standards and international cooperation.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A practical standards index now exists: you can ground UN AI work in material from ITU, ISO, IEC and others instead of treating interoperability as a slogan.
Watch for
Track database growth and capacity-building material on the AI Standards Exchange, plus updates tying it to Global Digital Compact implementation.
Use it
Use the AI Standards Exchange database to source standards and technical publications for concept notes, procurement specs and internal interoperability checklists.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
A practical standards map now exists: you can anchor briefs on AI interoperability and international cooperation in a live UN-linked resource, not just in principle.
Watch for
New standards, technical publications, news and capacity-building material added through the ongoing AI Standards Exchange.
Use it
Point teams to the ITU AI Standards Exchange database before speeches or briefing notes. Safe line: “ITU’s AI Standards Exchange helps navigate a fragmented international AI standards landscape.”
The Office of the Secretary-General’s Envoy on Technology transitioned into the United Nations Office for Digital and Emerging Technologies. ODET supports implementation and follow-up of the and coordinates work on governance, connectivity, digital inclusion, data governance, and emerging technologies. The Office also provides substantive and support to the UN’s new AI governance mechanisms.
Why it matters: ODET is the central Secretariat office coordinating Global Digital Compact and AI-governance follow-up.
What this means for
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A named Secretariat hub now coordinates AI governance and Global Digital Compact follow-up, so route cross-UN digital work with ODET in mind.
Watch for
Track where ODET starts supporting the UN’s new AI governance mechanisms and coordinating work on data governance, DPI and inclusion.
Use it
Cite ODET as the central Secretariat office for GDC and AI-governance follow-up in coordination asks, architecture discussions and interoffice role-setting.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
One Secretariat office now anchors Global Digital Compact follow-up and coordinates AI governance work, so route digital asks, briefs and lines through ODET.
Watch for
Its support to the UN’s new AI governance mechanisms and any Global Digital Compact follow-up work.
Use it
Safe line: “ODET is the Secretariat hub for Global Digital Compact follow-up and AI governance coordination.” Bring ODET in early on speeches, briefs and meeting prep.
🛠️
Builders
AI practitioners in and around the UN system
So what
One Secretariat office now coordinates AI-governance follow-up and Global Digital Compact implementation, so your prototype needs to fit ODET’s lane, not just your entity’s appetite.
Watch for
Track how ODET supports the UN’s new AI governance mechanisms and Global Digital Compact follow-up; that is where process becomes review expectations.
Use it
In pitches and scopes, anchor your work to ODET’s remit: AI governance, data governance, digital inclusion, digital public infrastructure, connectivity, and emerging technologies.
The twenty-year review of the World Summit on the Information Society examines connectivity, inclusion, Internet governance and implementation of the WSIS action lines. has become increasingly integrated into WSIS discussions. The 2026 was held alongside the WSIS Forum in Geneva, illustrating growing between the WSIS and processes.
Why it matters: WSIS+20 reviews the older UN digital framework with which the Global Digital Compact must coexist.
What this means for
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
AI now sits inside WSIS+20, so your work on inclusion, connectivity and implementation has to align the older WSIS framework with the Global Digital Compact.
Watch for
Track the WSIS+20 review documents and WSIS Forum follow-up; the 2026 Global Dialogue in Geneva, alongside the Forum, shows where alignment is turning practical.
Use it
Cite A/RES/70/125 for the standing digital-development frame, and use the WSIS action lines as a crosswalk for AI capacity-building and inclusion.
🏛️
OPGA
The President of the General Assembly's team
So what
WSIS+20 puts an older GA-mandated digital framework back in play, with AI inside it, so keep Assembly authority visible as WSIS and Global Digital Compact align.
Watch for
Track the WSIS+20 review documents and how the 2026 Global Dialogue’s link to the WSIS Forum in Geneva appears in follow-up language.
Use it
Cite A/RES/70/125 in PGA lines on continuity: AI governance should build through existing UN digital frameworks, not float above them.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
AI now rides inside WSIS+20, so your AI coverage must also track connectivity, inclusion, Internet governance and WSIS action lines.
Watch for
Track the WSIS+20 review documents and any WSIS–Global Digital Compact bridge meetings; the 2026 Global Dialogue alongside the WSIS Forum in Geneva showed the overlap.
Use it
Cite A/RES/70/125, and ask capital whether your AI lines also cover connectivity, inclusion and Internet-governance language.
Plain text: the facts, the selected take, and every source URL.
ILO Working Paper 140
ILO refined global index of occupational exposure
✨Stardust🌍Development & RightsAGENCYGeneva🔧ILO
ILO and NASK published a refined global index measuring occupational exposure to . The updated method classified tasks and occupations in greater detail and again found that transformation was more likely than full automation for most jobs. The study estimated that roughly one in four workers globally was in an occupation with some degree of exposure.
Why it matters: It offers one of the most detailed internationally comparable measures of generative-AI labour exposure.
Plain text: the facts, the selected take, and every source URL.
AI for Good Global Summit 2025
✨Stardust🎪Summits & MomentsGeneva📡ITU
The 2025 summit continued ITU’s programme on standards, skills, innovation, robotics and partnerships. It occurred while were finalizing the for the and . The summit also supported the expanding Standards Exchange.
Why it matters: It provided an implementation bridge between the established ITU platform and the emerging General Assembly mechanisms.
UNHCR published an organizational approach to covering refugee protection, assistance, policy, emergency response and internal efficiency. It emphasizes , safety, accountability, humanitarian principles, participation, data protection and procedural fairness. It also addresses information integrity and the risks of bias or exclusion affecting refugees, asylum-seekers and stateless people.
Why it matters: It adapts responsible-AI principles to the heightened rights and protection risks faced by displaced people.
The adopted without a vote the establishing the on and the on Artificial Intelligence Governance. The draft resolution was A/79/L.118, and the adoption meeting record was A/79/PV.89. The resolution provides detailed and modalities, including a 40-member independent panel, geographical balance, annual scientific reporting and an inclusive annual dialogue. The Panel’s mandate is limited to the non-military domain.
Why it matters: It created the first standing universal UN mechanisms devoted specifically to scientific assessment and policy dialogue on AI governance.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
The Assembly’s new AI machinery is non-military, so you cannot use the Scientific Panel as UN cover for autonomous weapons or other military AI files.
Watch for
Track the Panel’s annual reports and the annual Global Dialogue; both will shape the wider UN AI narrative from a non-military mandate.
Use it
Cite A/RES/79/325 in briefs to draw the line: universal UN AI assessment and dialogue exist, but their mandate stops at the non-military domain.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
A universal UN channel now lets you push AI capacity, evidence and governance gaps into annual development and SDG policy work.
Watch for
Track the Panel’s annual scientific reports and the annual Global Dialogue in A/RES/79/325; the Panel covers only the non-military domain.
Use it
Cite A/RES/79/325 to back inclusive AI-governance support, and use the annual Dialogue to raise development priorities and the AI divide.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
A universal AI venue now exists for rights scrutiny: use the annual scientific report and inclusive annual dialogue to press surveillance, accountability and due-diligence concerns in the non-military domain.
Watch for
Track the Panel’s annual reports, the annual Global Dialogue, and how the 40-member panel’s geographical balance works in practice.
Use it
Cite A/RES/79/325 for terms of reference and modalities; for process history, use A/79/L.118 and A/79/PV.89.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
A standing UN AI evidence-and-dialogue stack now exists: annual scientific reporting plus an annual inclusive dialogue, with modalities set in A/RES/79/325.
Watch for
Track how the 40-member Panel is constituted and what lands in its annual reporting cycle; the mandate is explicitly non-military.
Use it
Cite A/RES/79/325 for any proposal needing a UN-backed AI governance reference point, and use A/79/L.118 and A/79/PV.89 to trace text and adoption.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
A consensus GA decision now gives your principal a citable UN AI architecture: a Scientific Panel and annual Global Dialogue, with the Panel limited to the non-military domain.
Watch for
The Panel’s annual scientific reports and the annual Global Dialogue; A/RES/79/325 sets the modalities, including a 40-member independent panel.
Use it
Cite A/RES/79/325. Provenance: A/79/L.118; adoption record A/79/PV.89.
🏛️
OPGA
The President of the General Assembly's team
So what
GA set two standing AI mechanisms under Assembly authority, by consensus: annual scientific reporting and an inclusive annual dialogue in A/RES/79/325.
Watch for
Track the first annual Panel report and Global Dialogue, plus PGA-facing follow-up on appointments, geographical balance and modalities.
Use it
Cite A/RES/79/325. Safe line: “The General Assembly established the UN’s standing AI science-and-dialogue mechanisms by consensus.”
🛠️
Builders
AI practitioners in and around the UN system
So what
Build for civilian use with this in view: A/RES/79/325 creates annual UN AI evidence and policy venues you can align to before review.
Watch for
The Panel’s annual scientific reports and the annual Global Dialogue; the resolution sets the terms of reference and modalities.
Use it
Cite A/RES/79/325 for the baseline: non-military scope, 40-member independent panel, geographical balance, annual reporting, inclusive annual dialogue.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
Two standing AI tracks now need delegate coverage: annual Panel reporting and the annual Global Dialogue, both created by consensus under detailed GA modalities.
Watch for
Track first outputs under A/RES/79/325: Panel composition against geographical balance, annual reporting, and how the inclusive annual Dialogue is organised.
Use it
Cite A/RES/79/325 for agreed terms; if capital asks scope, the clean line is that the Panel’s mandate is limited to the non-military domain.
Plain text: the facts, the selected take, and every source URL.
S/PV.10005
Security Council open debate on AI and international peace and security
✨Stardust🏛️GovernanceNew York🕊️Security Council
The Republic of Korea convened an open debate on and international peace and security during its presidency. It was the Council’s 10005th meeting, and it continued over two resumptions. The meeting examined conflict prevention, military uses, , disinformation, cyber threats, international law and inequality in access to AI capabilities.
Why it matters: It confirmed that AI had become a recurring Security Council agenda theme rather than a one-time discussion.
Plain text: the facts, the selected take, and every source URL.
High-level launch meeting for the Global Dialogue
✨Stardust🏛️GovernanceNew York🏛️GA plenary
The Secretary-General addressed a high-level multi-stakeholder informal meeting launching preparations for the on Governance. He described the Dialogue as a venue for building safe, secure and trustworthy AI grounded in international law and human rights, promoting and expanding participation in AI governance. The meeting initiated political and stakeholder preparations for the first substantive session.
Why it matters: It translated the General Assembly resolution into an operating annual policy process.
The appointed the Panel’s 40 members on 12 February 2026, by a , for a three-year term running to 11 February 2029. The members were drawn from more than 2,600 applications from over 140 countries, following independent review by ITU, ODET and UNESCO, and comprise 19 women and 21 men from all five UN regions. At the Panel’s first on 3 March 2026 the members elected Yoshua Bengio of Canada and Maria Ressa of the Philippines as co-chairs. Members serve in their personal capacity rather than as representatives of governments, employers or institutions.
Why it matters: Its membership provides the expertise and regional legitimacy for annual UN scientific assessments of AI.
What this means for
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
The Panel is operational: 40 appointed members and elected co-chairs can now produce annual AI assessments you may need to cite.
Watch for
Track the first assessment outputs. Members serve through 11 February 2029 and in their personal capacity, so read for technical findings, not national lines.
Use it
Cite the Panel members page and FAQ: appointed by the General Assembly; members serve in their personal capacity, not for governments or institutions.
🏛️
OPGA
The President of the General Assembly's team
So what
The Assembly has exercised its appointment power: 40 Panel members were appointed by recorded vote to 11 February 2029, underscoring GA ownership of this advisory process.
Watch for
Track the Panel’s annual scientific assessments and any Assembly handling of them; members elected the co-chairs at the first plenary on 3 March 2026.
Use it
Safe line: “The General Assembly appointed the members; the members elected the co-chairs and serve in their personal capacity.”
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
The Panel is now operational: 40 members are appointed through 11 February 2029, with co-chairs in place, so AI assessments now come from experts.
Watch for
The Panel’s annual UN scientific assessments on AI; after its first plenary on 3 March 2026, substantive outputs are next.
Use it
Safe line: “The General Assembly appointed a 40-member independent scientific panel on AI, serving in their personal capacity across all five UN regions.”
The 40-member on held its first virtually, three weeks after the appointed its members. Members elected Yoshua Bengio and Maria Ressa as co-chairs. The Secretary-General asked members to produce independent, multidisciplinary and evidence-based assessments of AI opportunities, risks and impacts. Under its , the Panel may issue an annual report, thematic briefs and up to two annual updates to the General Assembly.
Why it matters: It began the operational cycle of the UN’s first universal scientific assessment mechanism focused on AI.
The held its first in-person meeting in Madrid. Members worked on the evidence base for the Panel’s first assessment of capabilities, opportunities, risks and impacts. The meeting was an important drafting milestone ahead of the inaugural .
Why it matters: It was the Panel’s principal in-person working session before publication of its first assessment.
Plain text: the facts, the selected take, and every source URL.
AI Governance for Humanity Lab launched in Valencia
✨Stardust🏛️GovernanceElsewhere🏢Secretariat
ODET launched the Governance for Humanity Lab in Valencia, Spain. The Lab is intended to support applied policy research, experimentation, and inclusive multi-stakeholder dialogue. It advances recommendations from the Advisory Body’s final report and complements the and .
Why it matters: It adds an applied policy and capacity-building capability to the UN’s AI governance architecture.
The released the Preliminary Report of the Independent International Scientific Panel on AI: Evidence-based assessment of opportunities, risks and impacts of AI. The report states that capabilities are advancing faster than safeguards and governance capacity and highlights unequal access to , data, skills and benefits. The Secretary-General launched the report with co-chairs Yoshua Bengio and Maria Ressa. The official publication is titled a Preliminary Report, although some event material referred more generally to the Panel’s first report or annual report.
Why it matters: It supplied the common scientific evidence base for the inaugural Global Dialogue.
What this means for
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
The common UN evidence base is public: in your work, close the safeguards and governance gap, not more AI hype, with inequities in compute, data, skills and benefits named plainly.
Watch for
Watch the inaugural Global Dialogue and whether later UN materials call this the Preliminary Report, first report, or annual report.
Use it
Cite the full title and quote this line: AI capabilities are advancing faster than safeguards and governance capacity.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
Anchor briefs in a UN scientific baseline: AI is advancing faster than safeguards, and access to compute, data, skills and benefits is unequal.
Watch for
The inaugural Global Dialogue: this Preliminary Report is its evidence base. Check any “first” or “annual” label against the official title.
Use it
Safe line: “The Preliminary Report shows AI is advancing faster than safeguards.” Cite the official Preliminary Report page.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
The Panel’s evidence backs what your programmes face: AI is advancing faster than safeguards and governance capacity, with unequal access to compute, data, skills and benefits.
Watch for
Track how the Preliminary Report shapes the inaugural Global Dialogue and any follow-on asks on capacity-building or governance support.
Use it
Cite the Preliminary Report by title in SDG and UNCT notes, especially its line on unequal access to compute, data, skills and benefits.
The inaugural met at the Palexpo International Convention Centre in Geneva, co-chaired by El Salvador and Estonia. Governments, technology companies, civil society, academia and the technical community discussed the seven themes set out in 79/325: safe, secure and trustworthy ; ; social, economic, ethical, cultural, linguistic and technical implications; of governance approaches; human rights; transparency, accountability and ; and software, open data and open models. Six months of consultations preceded it, drawing more than 1,500 written submissions from every UN regional group. The presented its Preliminary Report. The Dialogue was a separate UN event from the AI for Good Global Summit, although both were held at Palexpo and their dates overlapped.
Why it matters: It was the first universal, recurring UN forum mandated specifically for AI governance.
What this means for
🕊️
Peace & Security
DPPA, DPO, ODA, missions
So what
A universal, recurring UN forum on AI governance gives you a venue to track positions on human oversight, transparency and interoperability that can spill into peace-and-security debates.
Watch for
The next Global Dialogue cycle and follow-up to the Scientific Panel’s Preliminary Report, after six months of consultations and 1,500-plus submissions.
Use it
Cite A/RES/79/325 for the seven themes; use the Geneva programme and WebTV record to brief colleagues on who is shaping the conversation.
🌍
Development & Policy
DESA, UNDP, RCOs, SDG/agency policy
So what
Capacity-building and the AI divide are now universal agenda items in a recurring UN AI forum, not side notes to tech talks.
Watch for
Track how future Dialogues handle the seven themes in resolution 79/325 and how the Scientific Panel’s Preliminary Report feeds them.
Use it
Cite resolution 79/325 and the inaugural Geneva Dialogue as proof development priorities belong in AI-governance debates; use the seven themes as your meeting checklist.
⚖️
Human Rights
OHCHR, HRC-facing, protection officers
So what
Human rights is now in the core UN AI agenda: one of seven themes in the recurring Global Dialogue, alongside transparency, accountability and human oversight.
Watch for
Track the next Dialogue cycle and the Scientific Panel’s Preliminary Report; Geneva followed six months of consultations and 1,500+ submissions.
Use it
Cite A/RES/79/325 and the Geneva programme to keep rights, accountability and human oversight on the agenda, not blurred with the overlapping AI for Good Summit.
💻
Data & Digital
OICT, data cells, UN 2.0, statisticians
So what
Interoperability, transparency and open models are now live UN discussion tracks, not just resolution text, and the technical community was in the room.
Watch for
Track what follows from the Scientific Panel’s Preliminary Report and how future Dialogues handle the seven themes in resolution 79/325.
Use it
Cite resolution 79/325 and the Dialogue programme to show these themes already structure UN AI-governance discussions; use the FAQ if someone conflates it with AI for Good.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
The first recurring UN forum on AI governance is now live, and the Scientific Panel’s Preliminary Report is in the room.
Watch for
Track the next cycle under A/RES/79/325 and what follows the Panel’s Preliminary Report after 6–7 July 2026 in Geneva.
Use it
Safe line: “The first universal UN forum mandated specifically for AI governance is now operational.” Cite A/RES/79/325.
🏛️
OPGA
The President of the General Assembly's team
So what
The GA’s AI forum is now operational: a distinct, recurring UN process, with scope and participation anchored in resolution 79/325.
Watch for
Track the next Dialogue’s modalities, timing and co-chairs, and how the Scientific Panel’s Preliminary Report moves through GA processes.
Use it
Cite A/RES/79/325. Safe line: “The Assembly’s universal AI forum is operational.” Also note: it was separate from the AI for Good Global Summit.
🛠️
Builders
AI practitioners in and around the UN system
So what
A recurring UN forum now lets you track AI-governance priorities across seven themes, including open-source software, open data and open models.
Watch for
Track the next Global Dialogue cycle under A/RES/79/325 and follow-up to the Scientific Panel’s Preliminary Report presented in Geneva.
Use it
Cite A/RES/79/325, and pull review-ready language from the Geneva programme, webcasts and the Panel’s Preliminary Report.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
Geneva now hosts a recurring universal AI-governance forum you should cover; it is separate from the AI for Good Summit.
Watch for
Next steps under A/RES/79/325 and follow-up to the Scientific Panel’s Preliminary Report; this round followed six months of consultations and 1,500+ submissions.
Use it
Tell capital: the 6–7 July 2026 Dialogue covered all seven themes in A/RES/79/325 and heard the Panel’s Preliminary Report; cite A/RES/79/325 and the webcast.
Plain text: the facts, the selected take, and every source URL.
Co-chairs of the inaugural Global Dialogue
✨Stardust🏛️GovernanceGeneva🏛️GA plenary
Ambassador Egriselda López of El Salvador and Ambassador Rein Tammsaar of Estonia co-chaired the 2026 Dialogue. They guided the six months of consultations, issued the note on themes and structure, and steered the formal sessions. By design each Dialogue closes with a co-chairs’ summary rather than a negotiated outcome, so that every delegation participates on equal footing. The summary of the Geneva session had not yet been posted at a stable official URL as of 28 July 2026.
Why it matters: The co-chairs shape the Dialogue’s agenda, synthesis and continuity into the next annual session.
Plain text: the facts, the selected take, and every source URL.
AI for Good Global Summit 2026
✨Stardust🎪Summits & MomentsGeneva📡ITU
The 2026 summit took place at Palexpo in Geneva from 7 to 10 July. It overlapped with the second day of the but was a separately registered event. Its programme addressed standards, skills, policy, robotics and applications for global challenges.
Why it matters: The co-location created a Geneva cluster linking political dialogue, scientific assessment, technical standards and implementation.
Plain text: the facts, the selected take, and every source URL.
Zone 3
The Horizon
What's next
Mandated, scheduled, and not yet written.
A/80/78
Secretary-General’s report on military AI
✨Stardust🔭HorizonNew York🏢Secretariat🎯GA First Committee
Mandated by 79/239, the Secretary-General submitted a consolidated summary of the views received from and observer States on in the military domain, with specific focus on areas other than . The report catalogues opportunities, challenges and existing or emerging normative proposals, and annexes the submissions themselves. It was issued to the eightieth session and reissued for technical reasons on 4 February 2026.
Why it matters: It is the evidence base from which the General Assembly decides whether military AI becomes a sustained negotiating process.
The is mandated to produce an annual evidence-based report on opportunities, risks and impacts for presentation at the . It may also issue thematic briefs, establish working groups, consult external experts and update the up to twice annually. Its mandate excludes military AI.
Why it matters: It creates a recurring evidence-to-policy process rather than a one-time expert report.
Plain text: the facts, the selected take, and every source URL.
A/RES/79/1
High-level review of the Global Digital Compact
⭐Star🔭HorizonUPCOMINGNew York🏛️GA plenary3 takes
The mandates a high-level review during the ’s eighty-second session. The review is intended to assess implementation, identify gaps and consider further action. Exact dates, preparatory reports and stakeholder remain to be decided.
Why it matters: It is the principal formal accountability deadline for the wider framework containing the UN’s AI commitments.
What this means for
🏛️
OPGA
The President of the General Assembly's team
So what
The Assembly gets the formal checkpoint on Global Digital Compact implementation, gaps and further action, squarely in PGA convening territory.
Watch for
In the GA’s eighty-second session, watch decisions on dates, preparatory reports and stakeholder modalities.
Use it
Cite A/RES/79/1: “The eighty-second-session review is the formal accountability moment for implementation, gaps and further action.”
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
The eighty-second session review is the formal checkpoint on Global Digital Compact implementation, gaps and possible further action; plan to cover it and brief capital.
Watch for
Watch for decisions on exact dates, preparatory reports and stakeholder modalities; that is when coverage needs and room to shape the review become clear.
Use it
Cite A/RES/79/1 when requesting capital inputs. Use a three-part checklist: implementation, gaps, further action.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
The accountability moment for the UN’s AI commitments is now on the Assembly calendar, so your principal can press implementation, gaps and next steps in one formal review.
Watch for
Decisions on exact dates, preparatory reports and stakeholder modalities during the General Assembly’s eighty-second session.
Use it
Safe line: “The Global Digital Compact itself mandates a high-level review to assess implementation, identify gaps and consider further action.” Cite A/RES/79/1.
Plain text: the facts, the selected take, and every source URL.
Second Global Dialogue on AI Governance, New York
⭐Star🔭HorizonUPCOMINGNew York🏛️GA plenary3 takes
The second is confirmed for May 2027 in New York. It is expected to receive the Panel’s next annual assessment and continue discussion of safe and trustworthy , , and inclusion. Exact dates, programme, venue and co-chairs had not been publicly confirmed as of 28 July 2026.
Why it matters: It is the next mandated global stocktaking point for the UN AI governance architecture.
What this means for
🏛️
OPGA
The President of the General Assembly's team
So what
May 2027 is the Assembly’s next AI stocktaking point in New York, so PGA convening power and process-steering matter more than Secretariat choreography.
Watch for
Track dates, programme, venue and co-chairs, plus the Panel’s next annual assessment the Dialogue is expected to receive.
Use it
Safe line: “The Global Dialogue is the Assembly’s stocktaking point on AI governance.” Put May 2027 in the PGA planning grid; ask early for a modalities checklist.
🗺️
Permanent Missions
Delegations in NY & Geneva, capital desk officers
So what
Book May 2027: the next mandated UN AI stocktaking in New York, expected to receive the Panel’s next annual assessment.
Watch for
Exact dates, programme, venue and co-chairs, and how the agenda treats safe and trustworthy AI, capacity-building, interoperability and inclusion.
Use it
Tell capital: if you staff one AI meeting, make it New York, May 2027; use the Global Dialogue roadmap and FAQ until formal details post.
🎩
Front Office
Chiefs of staff, speechwriters, briefing-note writers
So what
May 2027 is your next UN AI stocktaking moment: principals will need a line on the Panel’s next assessment and debates on safe and trustworthy AI, capacity-building, interoperability and inclusion.
Watch for
Track release of the exact dates, programme, venue and co-chairs for the second Global Dialogue in New York.
Use it
Safe line: “The second Global Dialogue in May 2027 is the next mandated global stocktaking point for the UN AI governance architecture.”