Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains

ai-safety ai-governance policy ethics ai-regulation regulations

Arguments for

Final say on high stakes

When AI affects life, safety, detention, or fundamental rights, proponents say final control must remain with humans rather than be handed off to algorithms. They argue people must be able to understand the decision, contest it, and, where necessary, override or switch the system off.

No machine should ever be given the power to decide to kill a human being on its own.

Don Beyer · Jul 17, 2026 · full quote
However capable of our systems become, a person must keep the final word to understand the decision, to contest it, and where it matters most, to switch the systems off. This is non-negotiable, above all in high-risk systems where a single decision can cost a life, a livelihood, …

Rafal Kownacki · Jul 7, 2026 · full quote
Humans must retain final control over decisions supported or affected by AI. This is particularly important when AI systems can affect access to rights, public services, employment opportunities, education, healthcare, credit, information, or democratic participation.

Eugênio Garcia · Jul 7, 2026 · full quote
artificial intelligence may support analysis, prioritization, recommendations, automation, and other decision-support functions, but may not substitute for accountable human judgment in decisions involving the use of force, detention, domestic person-based analysis, or other high…

United States Senate · Jun 2, 2026 · full quote
As AI integrates into defense systems and the conduct of warfare, human judgment and responsibility must never be surrendered in decisions over life or death. This is why I believe that wherever voluntary principles fall short, we must be prepared to establish binding internation…

Luc Frieden · Jul 6, 2026 · full quote

Accountability and redress

Proponents present human-in-the-loop oversight as the basis for traceable, contestable, and lawful decisions. They argue that an identified person should hold authority and responsibility, with proper records, explanation, and the power to alter or stop a system when rights or public services are involved.

Where a system uses personal information or affects the public, safeguards need to be designed in from the start: human judgement, contestability and proper records.

Lucy Poole · Jul 17, 2026 · full quote
First, structured documentation of the agent chains, which does what when, when these agents are deployed in public services. We need to appoint an identifiable human being in charge for all issues that are tied to rights, and there needs to be a right to redress in good time in …

Amal El-Fallah Segrouchni · Jul 7, 2026 · full quote
Human oversight of AI systems cannot be just a rubber stamp. It requires that an identified person be granted authority, competence, time, independence, and power to alter and even stop a system.

Volker Türk · Jul 7, 2026 · full quote
High-impact automated decisions, such as customs targeting, identity verification, or logistics prioritization, must remain under clear human accountability and be traceable and contestable.

Universal Postal Union · Jul 7, 2026 · full quote
SAs must ensure that decisions that impact the public are not made without oversight by appropriate staff, who make the final decisions. Furthermore, SA users of AI systems must provide meaningful oversight over all decisions made by an AI system and be able to explain the decisi…

New York State Office of Information Technology Services · Jun 24, 2026 · full quote

Control against fast failures

Because the inner workings of powerful agents are still poorly understood and such systems can act directly on digital and physical systems, supporters warn that failures may cause severe harm before a person can intervene. They therefore call for monitoring, correction, and shutdown powers to keep agents under human control.

Because we still understand so little about the inner workings of these systems, ensuring that these more powerful agents stay under human control, that we can correct or stop them if they start behaving badly, is an urgent and persistent problem.

International AI Safety Report · Jul 7, 2026 · full quote
because AI agents can act directly upon the real world, virtually and increasingly in the physical world, their failures can potentially cause severe harm before a human can even intervene.

Concordia AI · Jul 7, 2026 · full quote
The capabilities of advanced AI models are increasing by the day, and so are the risks of AI systems gaining the ability to self-improve, evade human oversight, and enabling attacks against our nation’s infrastructure. We need mechanisms to identify these risks early so that lead…

Brendan Steinhauser · Jun 25, 2026 · full quote
As AI systems become more capable, autonomous, and widely deployed, ensuring they remain under human control becomes critical. The Government’s world-leading AI Security Institute (AISI) is examining how to ensure advanced AI systems follow human goals, ensuring they remain under…

Department for Science, Innovation and Technology · Jul 6, 2026 · full quote
Responsible deployment requires identity and access controls, data lineage evaluation, bias security testing, red teaming tools, continuous monitoring, transparent incident reporting, audit logs, human oversight, and appealing mechanisms with the ability to shut a system down whe…

Sergio Gago · Jun 23, 2026 · full quote

Assistive, not replacement

Many supporters say agentic AI should generate drafts, recommendations, or preliminary analysis, but a human should make the final decision or approve the action. In this view, AI augments professional judgment rather than replacing it in consequential work.

Both in guidelines and in training, the Government emphasises the importance of a human-in-the-loop approach. The relevant guidelines clearly state that AI tools serve only an assistive role, and that organisations adopting such technologies bear the power and responsibility for …

Government of the Hong Kong Special Administrative Region · Jul 15, 2026 · full quote
AI agents should generate output but not decide what ships. This is where human approval gates, backed by existing role-based access controls, come in. Humans must be held mutually accountable for their agent’s output.

Rob Whiteley · Jul 13, 2026 · full quote
The AI only provides recommendations, insights, or drafts. A human must always make the final decision or approve the action.

Metro Government of Nashville and Davidson County · Jul 1, 2026 · full quote
When in the course of acceptable use, artificial intelligence or automated decision tools are used to assist in decision-making, an authorized human employee or designee must make all final decisions regardless of the recommendation of the artificial intelligence or automated dec…

University of Arkansas at Little Rock · Jun 29, 2026 · full quote
Humans remain fully accountable for accuracy, appropriateness, ethical use, and final decisions. AI output must be reviewed, edited, and validated before use.

Western Michigan University Homer Stryker M.D. School of Medicine · Jul 11, 2026 · full quote

Arguments against

Blanket loops slow systems

Opponents argue that requiring a human in the loop for all agent actions is unlikely to be realistic once systems operate at machine pace and high velocity. They say such requirements should be used only where absolutely needed rather than imposed as a blanket rule.

Our frameworks were not built to contemplate autonomous agents, and relying on a human in the loop for all agent actions is unlikely to be realistic. More sophisticated governance and accountability frameworks may be needed.

Sarah Breeden · Jul 2, 2026 · full quote
We’re not huge fans of human-in-the-loop. It’s something that you should use judiciously, where you absolutely need it. But it’s not something that you can do at high velocity. You will not get the results that you want to get.

Eric Brandwine · Jun 20, 2026 · full quote
It is very clear that we have moved from a human-led defense strategy, to a human-in-the-loop defense strategy, to an AI-led defense strategy that’s overseen by humans. Our model for the future is an agentic fleet that does a lot of the routine cyber security work at a machine pa…

Francis deSouza · Apr 23, 2026 · full quote
Policymakers should avoid blanket oversight mandates; instead, recognize that user intervention should scale with the potential impact of the agent’s actions.

Google · May 2026 · full quote

Humans at the helm

Critics favor a model in which humans set intent, define guardrails, observe performance, and remain accountable for outcomes without micromanaging every step. They argue intervention should scale with the potential impact of the agent’s actions and that broader governance and accountability frameworks fit autonomous agents better than strict per-action approvals.

“Human-at-the-helm” reframes oversight for this new reality: people set intent, define guardrails, observe performance, and remain accountable for outcomes without micromanaging every step.

Jay DePaul · Apr 16, 2026 · full quote
Policymakers should avoid blanket oversight mandates; instead, recognize that user intervention should scale with the potential impact of the agent’s actions.

Google · May 2026 · full quote
Our frameworks were not built to contemplate autonomous agents, and relying on a human in the loop for all agent actions is unlikely to be realistic. More sophisticated governance and accountability frameworks may be needed.

Sarah Breeden · Jul 2, 2026 · full quote
It is very clear that we have moved from a human-led defense strategy, to a human-in-the-loop defense strategy, to an AI-led defense strategy that’s overseen by humans. Our model for the future is an agentic fleet that does a lot of the routine cyber security work at a machine pa…

Francis deSouza · Apr 23, 2026 · full quote

Middle ground

Risk-based oversight

Several quotes converge on calibrated oversight: the form of human involvement should rise with autonomy, consequence, and irreversibility. On this view, low-stakes actions may rely on automated monitoring or higher-level control, while high-stakes decisions call for stronger review or approval.

Human oversight should increase as agent autonomy and consequence increase.

PwC · Jul 17, 2026 · full quote
Ensure meaningful human oversight. Make sure a person oversees your AI system in a way that matches how much autonomy the system has, and how high the stakes are. This could mean automated monitoring for low-stakes applications, and mandatory human review for high-stakes decision…

National AI Centre · May 5, 2026 · full quote
When an AI agent’s action alters a system’s state (send, publish, approve, spend, update records), include a review/confirmation step in the design, unless the expected impact is demonstrably low and the action is trivially reversible.

Government of Canada · May 22, 2026 · full quote
‘Human-in-the-loop’: human approval of all decisions made by AI, which might be appropriate in situations where accuracy is more important than speed of decision-making (e.g. approval of a health insurance claim). [...] ‘Human-in-command’: high-level human oversight, including de…

Financial Stability Board · Jun 10, 2026 · full quote
To protect employees and exact real productivity, businesses must build in human oversight at the right level – not at every level.

Sonali Fenner · Jul 20, 2026 · full quote
Policymakers should avoid blanket oversight mandates; instead, recognize that user intervention should scale with the potential impact of the agent’s actions.

Google · May 2026 · full quote

Meaningful human control

Another shared theme is that oversight must be meaningful rather than nominal. These quotes call for evidence that human control was real at the time of action, with authority and ability to intervene, while avoiding empty approval buttons or box-checking.

Human oversight of AI systems cannot be just a rubber stamp. It requires that an identified person be granted authority, competence, time, independence, and power to alter and even stop a system.

Volker Türk · Jul 7, 2026 · full quote
Human oversight must be real, informed, and able to change outcomes.

UNHCR · Jul 7, 2026 · full quote
Boards can no longer simply ask if a human sits in the loop and check that box. They must assess whether that person can act with cognitive sovereignty and out-think the system when it matters, and whether anyone is investing so she can.

Michael Netzley · Jun 19, 2026 · full quote
For agentic AI, governance cannot depend only on written policies, user disclosures, or generic approval buttons. It needs evidence that oversight was meaningful when the action occurred.

Rishabh Banga · Jun 10, 2026 · full quote
“Human-at-the-helm” reframes oversight for this new reality: people set intent, define guardrails, observe performance, and remain accountable for outcomes without micromanaging every step.

Jay DePaul · Apr 16, 2026 · full quote

Insights

Across the quotes, even many critics of blanket human-in-the-loop mandates still keep humans accountable for outcomes; the dispute is mainly about how direct and continuous that involvement must be.
Many supportive quotes tie oversight to contestability, explanation, records, audit logs, and redress, not just to a person glancing at an output.
A recurring distinction is between low-stakes or reversible actions and high-stakes or irreversible ones, with multiple quotes calling for stronger human review as autonomy and consequence increase.
Military use of force and rights-affecting public decisions appear repeatedly as the clearest cases where speakers reject autonomous final decision-making.
Several quotes on the supportive side explicitly say oversight must not be a rubber stamp, while several critical quotes reject micromanaging every agent step, showing a shared concern with superficial controls.

Many quotes call for keeping humans in charge when agentic AI can affect life, rights, public services, or other consequential outcomes. The central disagreement is whether that control should rely on explicit human-in-the-loop approvals for actions, or on more scalable human-on-the-loop or human-in-command governance that preserves accountability without reviewing every step.

Cast your vote:

Results (361 votes):

Total (361 votes)

For 352 (98%) Abstain 0 (0%) Against 9 (2%)

For (349)

Sonali Fenner
Managing Director at Slalom, writing on AI-enabled work and organizational transformation.

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votes For and says:

To protect employees and exact real productivity, businesses must build in human oversight at the right level – not at every level.
AI Verified source (Jul 20, 2026)

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Tom Barrett
U.S. Representative for Michigan's 7th congressional district.

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votes For and says:

Artificial intelligence is playing an increasingly critical role in strengthening our national defense, but it should never be the one making life-or-death decisions. We must establish safeguards now to ensure these technologies are used ethically an...
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PwC
Global professional services network publishing research on artificial intelligence and the labor market.

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votes For and says:

Human oversight should increase as agent autonomy and consequence increase.
AI Verified source (Jul 17, 2026)

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Don Beyer
U.S. Representative from Virginia's 8th district; co-sponsor of the GUARDRAILS Act on AI

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votes For and says:

No machine should ever be given the power to decide to kill a human being on its own.
AI Verified source (Jul 17, 2026)

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Lucy Poole
Deputy CEO for Strategy, Planning and Performance at Australia’s Digital Transformation Agency.

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votes For and says:

Where a system uses personal information or affects the public, safeguards need to be designed in from the start: human judgement, contestability and proper records.
AI Verified source (Jul 17, 2026)

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Xi Jinping
President of the People's Republic of China.

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We should put in place laws and regulations, technological monitoring, early warning and emergency response systems in order to strengthen the line of security, prevent abuses and malicious use, and ensure that AI is always under human control.
AI Verified source (Jul 17, 2026)

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Sofia Guerra
Government Relations Associate at Win Without War, an advocacy organization focused on U.S. foreign policy and military accountability.

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Decisions impacting human life and safety should never be handed off to algorithms.
AI Verified source (Jul 17, 2026)

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Naveed Shah
Political Director of Common Defense and U.S. Army veteran.

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As an Army veteran who served in Iraq, I know the moral responsibility that comes with taking human life in combat, decisions that must never be handed over to machines.
AI Verified source (Jul 17, 2026)

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John Tierney
Executive Director of Council for a Livable World and former U.S. Representative for Massachusetts.

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Every lawmaker should understand the importance of keeping Americans safe by ensuring a human is always involved in decisions affecting human life.
AI Verified source (Jul 17, 2026)

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Sara Jacobs
U.S. Representative from California's 51st congressional district

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These aren’t risks worth taking – not when they can result in unnecessary lives lost or war. That’s why I’m proud to join Congressman Beyer and Congressman Barrett in introducing legislation to ensure that humans are meaningfully involved before auto...
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Human Authority over Autonomous Weapons Act
Bipartisan U.S. federal bill introduced in 2026 to require human control over lethal autonomous weapons.

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The bill would require the Defense Department to ensure any intentionally lethal use of an autonomous or AI-enabled weapon system is subject to “human oversight, approval, or a human-in-the-loop.”
AI Verified source (Jul 17, 2026)

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Government of the Hong Kong Special Administrative Region
Government of the Hong Kong Special Administrative Region, responsible for public policy and administration in Hong Kong.

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Both in guidelines and in training, the Government emphasises the importance of a human-in-the-loop approach. The relevant guidelines clearly state that AI tools serve only an assistive role, and that organisations adopting such technologies bear the...
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Hans Henri P. Kluge
WHO Regional Director for Europe

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A health worker trained to trust an AI system they can’t interrogate is not empowered, leading to mistakes outside their control.
AI Verified source (Jul 15, 2026)

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Daryl G. Kimball
Executive Director of the Arms Control Association; arms-control and nuclear-risk policy expert.

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The international community should adopt binding rules requiring human oversight of autonomous weapons systems and strict compliance with applicable international law at all times.
AI Verified source (Jul 14, 2026)

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Rob Whiteley
CEO of Coder, a software-development platform company.

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votes For and says:

AI agents should generate output but not decide what ships. This is where human approval gates, backed by existing role-based access controls, come in. Humans must be held mutually accountable for their agent’s output.
AI Verified source (Jul 13, 2026)

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Western Michigan University Homer Stryker M.D. School of Medicine
Medical school in Kalamazoo, Michigan that published 2026 guidance on responsible AI use.

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Humans remain fully accountable for accuracy, appropriateness, ethical use, and final decisions. AI output must be reviewed, edited, and validated before use.
AI Verified source (Jul 11, 2026)

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North Carolina Department of Information Technology
North Carolina state agency responsible for statewide information technology policy and services.

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Human oversight is required for all development, deployment and use of AI. The state should use AI to benefit North Carolinians and the public good. Human oversight should ensure that the use of AI does not negatively impact North Carolinians’ exerci...
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International Telecommunication Union
United Nations specialized agency for information and communication technologies.

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The new ITU Focus Group on Trust and Identity for Humans and Agentic AI, announced at the AI for Good Global Summit, comes as artificial intelligence evolves quickly beyond assistive tools and increasingly into autonomous agents acting on behalf of p...
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Debora Comparin
Co-Chair of the ITU Focus Group on Trust and Identity for Humans and Agentic AI.

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Before that future becomes reality, we need common international foundations that establish who these agents are, when they can be trusted, and how people will remain in control.
AI Verified source (Jul 9, 2026)

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Town of Nags Head
Municipal government in North Carolina.

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All GenAI-generated content used for Town business must be reviewed and validated by a human (human-in-the-loop). Employees shall thoroughly review all content created by Gen AI for accuracy, bias, context, and tone.
AI Verified source (Jul 9, 2026)

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State of Oklahoma
U.S. state government of Oklahoma, including statewide artificial intelligence policy and standards.

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These principles emphasize transparency in decision-making, fairness to prevent bias, accountability for outcomes, and meaningful human oversight.
AI Verified source (Jul 9, 2026)

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Benjamin Ang Cheng Koon
Head of the Centre of Excellence for National Security at Nanyang Technological University.

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Benjamin Ang Cheng Koon stressed the importance of maintaining human-in-the-loop safeguards to ensure responsible use.
AI Verified source (Jul 8, 2026)

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Jesús A. Torrecilla-Pinero
Researcher at Universidad de Extremadura writing on AI governance, moral judgment, and meaningful human control.

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This article advances an ontological limit claim for AI governance: moral judgment is constitutively personal and therefore non-delegable.
AI Verified source (Jul 7, 2026)

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Andrew Charlton
Australian Assistant Minister for Science, Technology and the Digital Economy

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This project, led by CSIRO with support from AISI and our UK partners, explores how humans can oversee and verify capable AI systems at scale.
AI Verified source (Jul 7, 2026)

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Government of South Africa
National government of South Africa, speaking through its delegation at the UN Global Dialogue on AI Governance in July 2026.

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There are also emerging norms around transparency, accountability, and human oversight.
AI Verified source (Jul 7, 2026)

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International AI Safety Report
International expert report assessing general-purpose AI risks, safety evidence, and governance.

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Because we still understand so little about the inner workings of these systems, ensuring that these more powerful agents stay under human control, that we can correct or stop them if they start behaving badly, is an urgent and persistent problem.
AI Verified source (Jul 7, 2026)

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Wonjin Park
Vice President of KT, speaking on AI risk assessment and deployment safeguards.

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We evaluate our AI models and agents based on that, and we run an executive deployment safety board before release AI product.
AI Verified source (Jul 7, 2026)

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David Lametti
Permanent Representative of Canada to the United Nations and former Minister of Justice.

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The justice system, I think it's obvious to a jurist, has a critical role in ensuring that the AI revolution is just and lawful, and it's grounded in the rule of law, trying to ensure, as Dr. Turk has pointed out, transparency, inclusion, accountabil...
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Rafal Kownacki
Director of the Department for International Cooperation at Poland's Ministry of Digital Affairs.

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votes For and says:

However capable of our systems become, a person must keep the final word to understand the decision, to contest it, and where it matters most, to switch the systems off. This is non-negotiable, above all in high-risk systems where a single decision c...
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Sasha Luccioni
Co-founder and Chief Scientific Officer of the Sustainable AI Group; AI researcher.

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I think we should be having standards for safety, sustainability at each part of this machine, no matter how many there are and no matter how easy it is to say, well, the agent made the decision.
AI Verified source (Jul 7, 2026)

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Amal El-Fallah Segrouchni
Morocco’s Minister Delegate in charge of Digital Transition and Administrative Reform.

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First, structured documentation of the agent chains, which does what when, when these agents are deployed in public services. We need to appoint an identifiable human being in charge for all issues that are tied to rights, and there needs to be a rig...
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International Development Law Organization
Intergovernmental organization that promotes the rule of law and sustainable development.

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Effective regulation, transparency, accountability, and human oversight are not obstacles to innovation. They're the foundations of trustworthy and sustainable innovation.
AI Verified source (Jul 7, 2026)

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UNHCR
UN agency mandated to protect refugees, asylum-seekers, and displaced people worldwide.

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Human oversight must be real, informed, and able to change outcomes.
AI Verified source (Jul 7, 2026)

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Eugênio Garcia
Brazilian delegate speaking at the UN Global Dialogue on Artificial Intelligence Governance in July 2026.

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votes For and says:

Humans must retain final control over decisions supported or affected by AI. This is particularly important when AI systems can affect access to rights, public services, employment opportunities, education, healthcare, credit, information, or democra...
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Leonardo Cervera Navas
Director General of the European Data Protection Supervisor, speaking at the UN Global Dialogue on AI Governance in July 2026.

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votes For and says:

So exactly the same rules should apply to AI. We have to be careful with this technology and we always have to have this technology under supervision.
AI Verified source (Jul 7, 2026)

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Concordia AI
AI safety and governance social enterprise with offices in Beijing and Singapore.

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votes For and says:

because AI agents can act directly upon the real world, virtually and increasingly in the physical world, their failures can potentially cause severe harm before a human can even intervene.
AI Verified source (Jul 7, 2026)

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Government of Bangladesh
National government of Bangladesh, speaking through its delegation at the UN Global Dialogue on AI Governance in July 2026.

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Third, humans must remain in the loop for high-impact decisions with clear accountability for AI-driven outcomes.
AI Verified source (Jul 7, 2026)

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Government of Pakistan
National government of Pakistan, speaking through its delegation at the UN Global Dialogue on AI Governance in July 2026.

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Underlying all these three is a single principle: AI systems must be developed and used in full compliance with international law and the United Nations Charter, with meaningful human oversight in both civilian and security domain.
AI Verified source (Jul 7, 2026)

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Government of Indonesia
National government of Indonesia, speaking through its delegation at the UN Global Dialogue on AI Governance in July 2026.

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Indonesia also reaffirms that human rights, privacy, transparency, accountability, and meaningful human oversight must remain at the heart of AI governance.
AI Verified source (Jul 7, 2026)

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Universal Postal Union
United Nations specialized agency for the postal sector, representing postal governance across 192 member states.

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High-impact automated decisions, such as customs targeting, identity verification, or logistics prioritization, must remain under clear human accountability and be traceable and contestable.
AI Verified source (Jul 7, 2026)

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Government of Brazil
National government of Brazil, speaking through its delegation at the UN Global Dialogue on AI Governance in July 2026.

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Humans must retain final control over decisions supported or affected by AI. This is particularly important when AI systems can affect access to rights, public services, employment opportunities, education, healthcare, credit, information, or democra...
more AI Verified source (Jul 7, 2026)

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Government of Lithuania
Government of Lithuania speaking through its delegate at the UN Global Dialogue on Artificial Intelligence Governance in July 2026.

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Human-in-the-loop principle that requires human oversight, validation, or intervention at critical decision points must be preserved and not treated as an obstacle for innovation. Rather, it is a prerequisite for safe and responsible innovation helpi...
more AI Verified source (Jul 7, 2026)

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Shahza Fatima Khawaja
Pakistan's Minister of Information Technology and Telecommunication.

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Our national AI policy ensures human in the loop where AI must support and not replace human decision-making. Human on the loop, where human oversight remains an inbuilt feature. And human in command, where ultimate legal responsibility remains that ...
more AI Verified source (Jul 7, 2026)

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Shaza Fatima Khawaja
Pakistan's Minister of Information Technology and Telecommunication.

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Our national AI policy ensures human in the loop where AI must support and not replace human decision-making. Human on the loop, where human oversight remains an inbuilt feature. And human in command, where ultimate legal responsibility remains that ...
more AI Verified source (Jul 7, 2026)

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Kirti Bardhan Singh
India's Minister of State for External Affairs.

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India firmly believes that responsible AI governance must rest on strong foundational principles: preserving human oversight, upholding human rights, and preventing its misuse.
AI Verified source (Jul 7, 2026)

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Karsten Wildberger
Germany's Federal Minister for Digital Transformation and Government Modernization; former CEO of Ceconomy

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Safety and security cannot be added at the end. They must be built in from the beginning. From the start.
AI Verified source (Jul 7, 2026)

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Samuel Arsenault
Judge of the First Chamber of the Supreme Court of Justice of the Dominican Republic

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If we want to strengthen our justice systems, I am of the view that we have to focus on four priorities: to strengthen institutional capacities of lawyers and jurists, to look at transparency and traceability in the use of AI, to have human oversight...
more AI Verified source (Jul 7, 2026)

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Volker Türk
UN human rights chief

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Human oversight of AI systems cannot be just a rubber stamp. It requires that an identified person be granted authority, competence, time, independence, and power to alter and even stop a system.
AI Verified source (Jul 7, 2026)

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California Office of Data and Innovation
California state office that sets data and digital service policy across the executive branch.

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Human-in-the-Loop: AI should augment, not replace, human judgment. ODI will set guidelines requiring human review of AI outputs, especially in high-stakes use cases.
AI Verified source (Jul 7, 2026)

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Indeed
Job search and hiring platform

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you are solely responsible for your screening and hiring decisions [...] You agree to use Smart Screening with appropriate human review.
AI Verified source (Jul 7, 2026)

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Financial Conduct Authority
United Kingdom regulator of financial services and markets.

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The FCA’s own use of AI remains subject to the same expectations it puts on firms, including explainability, auditability and appropriate human oversight.
AI Verified source (Jul 6, 2026)

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Department for Science, Innovation and Technology
UK government science department

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As AI systems become more capable, autonomous, and widely deployed, ensuring they remain under human control becomes critical. The Government’s world-leading AI Security Institute (AISI) is examining how to ensure advanced AI systems follow human goa...
more AI Verified source (Jul 6, 2026)

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Government of Philippines
National government of the Philippines, speaking through its delegation at the UN Global Dialogue on Artificial Intelligence Governance in July 2026.

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AI systems used in sensitive settings should be subject to appropriate oversight, transparency, testing, and mechanisms for redress.
AI Verified source (Jul 6, 2026)

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Luc Frieden
Prime Minister of Luxembourg

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As AI integrates into defense systems and the conduct of warfare, human judgment and responsibility must never be surrendered in decisions over life or death. This is why I believe that wherever voluntary principles fall short, we must be prepared to...
more AI Verified source (Jul 6, 2026)

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Russell Dlamini
Prime Minister of Eswatini

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AI systems must not self-regulate, nor should they be permitted to determine their own growth path outside clear human authority. Human judgment, responsibility, and oversight must remain at the center.
AI Verified source (Jul 6, 2026)

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Ntumeng Majara
Deputy Prime Minister of Lesotho

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Where AI affects fundamental rights or the delivery of public services, meaningful human oversight, transparency and effective mechanisms for accountability and redress must remain central.
AI Verified source (Jul 6, 2026)

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Félix Ulloa
Vice President of El Salvador

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AI can strengthen the effectiveness and quality of public services, but it cannot replace responsibility, human judgment, and oversight in decisions that affect fundamental rights and guarantees.
AI Verified source (Jul 6, 2026)

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Georgia Office of Artificial Intelligence
Georgia state government office issuing AI guidance and governance resources.

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votes For and says:

AI should support, not replace, human judgment. All AI-generated content, insights, or recommendations must be reviewed and validated by a responsible individual before use, especially in official communications or decision-making.
AI Verified source (Jul 2, 2026)

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European Commission
EU's executive body

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AI use cases that can pose serious risks to health, safety or fundamental rights are classified as high-risk. [...] appropriate human oversight measures.
AI Verified source (Jul 2026)

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Delegate
Metro Council Office, Metro Clerk's Office, and Information Technology Services
Joint Metro Nashville offices responsible for legislative records, clerk functions, and information technology services.

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votes For and says:

AI automatically provides informational responses to routine public questions, but it does not make decisions or take actions affecting rights, eligibility, services, or enforcement.
AI Verified source (Jul 1, 2026)

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Metro Nashville Codes Department
Metro Nashville department responsible for codes administration and building safety.

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The tool analyzes submitted plans and documents against Metro-defined rules and provides preliminary feedback to applicants and staff. Human reviewers retain final permitting decision authority.
AI Verified source (Jul 1, 2026)

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Metro Nashville Department of Finance - Accounts Payable
Accounts payable office within the Metro Nashville Department of Finance.

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Humans review exceptions, correct data, validate invoices, approve invoices, and authorize payment through existing controls. No payment should occur solely because IDR extraction succeeded.
AI Verified source (Jul 1, 2026)

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Public Defender of Metropolitan Nashville & Davidson County
Public defense office serving Metropolitan Nashville and Davidson County, Tennessee.

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JusticeText does not make legal decisions, determine guilt, recommend sentencing, or replace attorney review. The original recording remains the authoritative source, and staff must verify AI-generated transcripts before reliance or use.
AI Verified source (Jul 1, 2026)

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Metro Government of Nashville and Davidson County
Consolidated metropolitan government for Nashville and Davidson County, Tennessee; publishes official AI use and oversight requirements for city operations.

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The AI only provides recommendations, insights, or drafts. A human must always make the final decision or approve the action.
AI Verified source (Jul 1, 2026)

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University of Arkansas at Little Rock
Public university in Arkansas that adopted an artificial intelligence acceptable use policy in 2026.

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When in the course of acceptable use, artificial intelligence or automated decision tools are used to assist in decision-making, an authorized human employee or designee must make all final decisions regardless of the recommendation of the artificial...
more AI Verified source (Jun 29, 2026)

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City of Boston
Municipal government of Boston, Massachusetts.

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City employees that choose to use Gen AI tools in their work maintain ultimate responsibility for their work product and its downstream impact on constituents and City operations. They are expected to exercise human judgment and critical thinking in ...
more AI Verified source (Jun 26, 2026)

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Science Council report of project 'artificial intelligence applications in food safety and authenticity'
Independent GOV.UK report on AI governance, oversight, and accountability in food safety.

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AI will be most effective in food safety as a decision-support system operating under human oversight, embedded in strong ethical, legal and governance structures, rather than as a replacement for human accountability.
AI Verified source (Jun 25, 2026)

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Delegate
Brendan Steinhauser
CEO of The Alliance for Secure AI; longtime Republican political strategist and former Tea Party organizer

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The capabilities of advanced AI models are increasing by the day, and so are the risks of AI systems gaining the ability to self-improve, evade human oversight, and enabling attacks against our nation’s infrastructure. We need mechanisms to identify ...
more AI Verified source (Jun 25, 2026)

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California Department of Education
State education agency for California overseeing public education policy and guidance.

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votes For and says:

Any AI system engaging students in reflection, goal setting, or emotional support should be reviewed by educators, counselors, and mental health professionals to ensure it complements, not replaces, human care.
AI Verified source (Jun 25, 2026) 1 of 2

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Delegate
Nathaniel Moran
U.S. Representative from Texas

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AI is a powerful engine of innovation, and I want to see it flourish, but not without accountability and not without human oversight. The rule of law should apply to this new frontier. This legislation ensures that when something goes wrong with a hi...
more AI Verified source (Jun 25, 2026)

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World Economic Forum
World Economic Forum platform

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As financial institutions move from AI experimentation to scaled use across their organizations, agentic systems are raising new questions about accountability, human oversight and customer trust.
AI Verified source (Jun 24, 2026)

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Reserve Bank of India
India’s central bank and financial regulator.

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It should ensure that human oversight arrangements, including decisions, interventions, overrides, incidents and near misses, are periodically reviewed and strengthened based on experience.
AI Verified source (Jun 24, 2026)

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Niklaus-Samuel Gugger
Swiss parliamentarian; member of the Parliamentary Assembly of the Council of Europe.

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Democracy must never be replaced by technology. Decisions about our societies must remain in human hands, transparent, accountable, and democratically legitimate. AI should support, advise and empower us. But it must never decide our freedoms, our ri...
more AI Verified source (Jun 24, 2026)

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New York State Office of Information Technology Services
New York State agency responsible for statewide information technology policy and services.

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SAs must ensure that decisions that impact the public are not made without oversight by appropriate staff, who make the final decisions. Furthermore, SA users of AI systems must provide meaningful oversight over all decisions made by an AI system and...
more AI Verified source (Jun 24, 2026)

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Sergio Gago
Chief Technology Officer at Cloudera who spoke at UN Open Source Week 2026 about accountable, human-centered AI deployment with incident reporting and community voice.

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Responsible deployment requires identity and access controls, data lineage evaluation, bias security testing, red teaming tools, continuous monitoring, transparent incident reporting, audit logs, human oversight, and appealing mechanisms with the abi...
more AI Verified source (Jun 23, 2026)

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Delegate
Peoria County
County government in Illinois; issues official committee materials and policy guidance for county operations and legal compliance.

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AI shall not be used to draft final legal filings without a documented, line-by-line review and explicit sign-off by a human end-user.
AI Verified source (Jun 23, 2026)

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Midway City
Municipal government of Midway, Utah.

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All such uses shall be subject to human review and approval.
AI Verified source (Jun 22, 2026)

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Oregon Youth Authority
Oregon state agency responsible for youth corrections and rehabilitation services.

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AI must not replace human judgment in decisions impacting legal rights or benefits.
AI Verified source (Jun 22, 2026)

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Delegate
Richard Kang
Author and researcher on governance frameworks for agentic AI in regulated domains.

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We present a three-tier graduated human oversight model for agentic code generation in regulated domains.
AI Verified source (Jun 21, 2026)

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Delegate
Michael Netzley
Affiliated Faculty at IMD Business School; writer on AI governance and human judgment.

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votes For and says:

Boards can no longer simply ask if a human sits in the loop and check that box. They must assess whether that person can act with cognitive sovereignty and out-think the system when it matters, and whether anyone is investing so she can.
AI Verified source (Jun 19, 2026)

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Promontory School of Expeditionary Learning
Utah public charter school.

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AI shall not serve as the sole basis for significant educational or employment decisions, including but not limited to student discipline, grading, placement, evaluations, or hiring decisions. Human review and professional judgment shall remain centr...
more AI Verified source (Jun 18, 2026)

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Oregon Department of Administrative Services
Oregon state administrative department that issued a statewide responsible AI usage policy in June 2026 requiring human oversight and review.

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Human oversight must be intentionally built into AI adoption and day-to-day use, with clear roles and responsibilities for governance.
AI Verified source (Jun 16, 2026)

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Wyoming Legislature
State legislature of Wyoming, publisher of draft legislation on automated decision-making systems.

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No governmental entity shall use an automated decision-making system, whether developed internally or procured from or operated by a third party, to make or cause to be made a consequential decision without meaningful human review.
AI Verified source (Jun 15, 2026)

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New York Tech
Private university with campuses in New York and Arkansas, formally known as New York Institute of Technology.

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AI should support—not replace—human judgment, especially in legal or ethical contexts, and must reflect New York Tech’s values.
AI Verified source (Jun 12, 2026)

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Jefferson County
Wisconsin county government.

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Human oversight is mandatory, especially for high-impact decisions.
AI Verified source (Jun 12, 2026)

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Highland Council
Local government authority for the Highland area of Scotland.

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AI will not be used to make planning decisions. It can help highlight key issues or summarise relevant policies, but decisions will always be made by a planning officer.
AI Verified source (Jun 11, 2026)

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Delegate
Rishabh Banga
AI governance practitioner writing on meaningful, auditable human oversight for agentic systems.

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For agentic AI, governance cannot depend only on written policies, user disclosures, or generic approval buttons. It needs evidence that oversight was meaningful when the action occurred.
AI Verified source (Jun 10, 2026)

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Le Moyne College
Jesuit college in Syracuse, New York that adopted an institutional AI policy in 2026.

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AI is a collaborator, not a replacement for human judgment, mentorship, or care. Individuals remain 100% responsible for all content produced with AI assistance. AI output must be treated as a draft until it is reviewed, validated, and approved by a ...
more AI Verified source (Jun 10, 2026)

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Financial Stability Board
Global financial stability standard-setter.

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‘Human-in-the-loop’: human approval of all decisions made by AI, which might be appropriate in situations where accuracy is more important than speed of decision-making (e.g. approval of a health insurance claim). [...] ‘Human-in-command’: high-level...
more AI Verified source (Jun 10, 2026)

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Delegate
Paul Rodrigues
Chief AI Officer for Microsoft Federal’s National Security Group.

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When we’re talking about agentic AI, we’re not just talking about a system that can increase the efficiency of government. We need these systems to increase efficiency in a traceable manner, adhering to policy and ensuring that there’s human oversigh...
more AI Verified source (Jun 9, 2026)

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Delta College
Public community college in Michigan with a 2026 institutional AI policy.

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AI may assist but may not replace human judgment. Final responsibility for decisions, content, and actions rests with the human user.
AI Verified source (Jun 9, 2026)

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Texas Department of Licensing and Regulation
Texas state agency that regulates licensed occupations and publishes enforceable professional-practice rules.

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Any changes to a client treatment design, assessment, treatment implementation, or evaluation of a treatment plan derived from the use or application of AI must be based on accurate evidence personally verified by the license holder, and the license ...
more AI Verified source (Jun 8, 2026)

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Town of Falmouth
Municipal government of Falmouth, Massachusetts.

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Any Town staff member who uses AI to generate content must review the generated content and is accountable for the content.
AI Verified source (Jun 8, 2026)

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Adam Schiff
U.S. Senator from California; former House Intelligence Committee chair

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The past few months have shown us that there is an urgent need for commonsense guardrails to ensure the Defense Department's use of AI is in line with Americans' national security and privacy priorities. There are good reasons to use AI technology to...
more AI Verified source (Jun 8, 2026)

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United States Congress
U.S. federal legislature

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It is the policy of the Department of Defense to maximize uses of autonomy and artificial intelligence capabilities to the extent practicable, while ensuring and maintaining that implementation of such autonomy and artificial intelligence capabilitie...
more AI Verified source (Jun 8, 2026)

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Chris Coons
U.S. Senator from Delaware

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The Department of Defense can use frontier AI models for rapid innovation to ensure that the United States maintains its military supremacy and edge in artificial intelligence without running roughshod over safety concerns. Threatening our cutting-ed...
more AI Verified source (Jun 8, 2026)

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Delegate
Jack Reed
U.S. senator from Rhode Island

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To begin, we should formalize international norms for military and civilian uses of AI to regulate areas where full human control over the technology is essential. The Responsible Artificial Intelligence Defense Act is a practical first step toward e...
more AI Verified source (Jun 8, 2026)

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Evgeny Aleksandrov
Founder of BlackGrid, an agentic-AI governance and context platform.

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Consequential, regulated decisions generally demand in-the-loop, where a named human owns the outcome.
AI Verified source (Jun 7, 2026)

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North East Mayoral Strategic Authority
Combined authority for North East England led by the elected mayor.

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AI will not be used to make decisions about individuals without human oversight.
AI Verified source (Jun 5, 2026)

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Baroness Lloyd of Effra
UK Parliamentary Under-Secretary of State who responded to the House of Lords AI debate on June 5, 2026.

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The Government are clear that AI chatbots must not replace advice and support from trained medical professionals in the NHS.
AI Verified source (Jun 5, 2026)

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Lord Taylor of Warwick
Member of the UK House of Lords and barrister who spoke in the Lords' June 5, 2026 debate on AI's impact on society.

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However, there must be oversight from human doctors, nurses and other medical staff.
AI Verified source (Jun 5, 2026)

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The White House
Executive office of U.S. president

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Commanders, directors, and heads of agencies shall remain responsible and accountable for ensuring that these obligations are met at every level of command.
AI Verified source (Jun 5, 2026)

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Delegate
Suhas Subramanyam
U.S. Representative from Virginia

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As AI and autonomous systems redefine warfare, we must ensure that our values and control are not sidelined. This bill ensures that a human operator can always oversee, override, or shut down an autonomous weapon. By pairing strict safety reviews wit...
more AI Verified source (Jun 5, 2026)

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Mark Kelly
U.S. Senator from Arizona; former NASA astronaut; author of AI for America roadmap

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AI is already making our military more capable, but we have to be smart about how we integrate it to keep Americans safe. We can't lose the essential skills that make our military the best in the world or implement systems that could make life and de...
more AI Verified source (Jun 5, 2026)

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Cotswold District Council
Local government authority in Gloucestershire, England, which adopted an AI Usage Policy and AI Adoption Strategy in 2026.

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AI outputs would remain subject to human oversight and that decisions would not be delegated solely to automated systems.
AI Verified source (Jun 4, 2026)

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Digital Transformation Agency
Australian Government adviser on whole-of-government digital and ICT strategies, policies, and standards.

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Our Agentic AI addendum to the AI technical standard helps government agencies design and deploy AI systems with increased autonomy while maintaining human oversight and control.
AI Verified source (Jun 4, 2026)

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Baroness Lloyd of Effra
Liz Lloyd; UK Parliamentary Under-Secretary of State for AI and Digital Government (DSIT)

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We also remain firmly committed to context-appropriate human involvement, which centres on humans as the accountable actors in the use of force.
AI Verified source (Jun 4, 2026)

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Colorado General Assembly
Colorado’s state legislature.

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The act prohibits individuals lawfully permitted to provide psychotherapy services in the state (regulated professionals) from allowing an artificial intelligence system (AI system) to interact with clients in any form of therapeutic communication wi...
more AI Verified source (Jun 3, 2026)

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Suyash Raizada
Author writing on operational human-in-the-loop controls for agentic AI systems.

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For high-impact decisions, the emerging consensus across enterprise practice and major governance frameworks is clear: keep humans in real control through structured oversight, intervention rights, and auditability.
AI Verified source (Jun 2, 2026)

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Jay Parikh
Executive Vice President of CoreAI at Microsoft.

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The real opportunity is teams of agents executing long running work across functions like software delivery, support, finance, HR, and operations — with the identity, context, policy, and human oversight required to trust them in production.
AI Verified source (Jun 2, 2026)

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World Health Organization
United Nations specialized agency for international public health

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Once in use, it calls for living evidence workflows that pair automated retrieval with human verification, human-in-the-loop decision gateways, and multidisciplinary oversight panels combining domain, methods and ethics expertise.
AI Verified source (Jun 2, 2026)

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United States Senate
Legislative chamber of the United States Congress.

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artificial intelligence may support analysis, prioritization, recommendations, automation, and other decision-support functions, but may not substitute for accountable human judgment in decisions involving the use of force, detention, domestic person...
more AI Verified source (Jun 2, 2026)

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Roland Palmer
Chief Information Security Officer and Vice President of Security at JumpCloud.

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Human-in-the-Loop governance, applied to the right set of high-impact actions and enforced through risk-based approvals across the A2A chain, is how organisations keep autonomy moving quickly while keeping control where it matters most.
AI Verified source (Jun 1, 2026)

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American Library Association
Professional association for libraries and librarians in the United States.

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Require meaningful human oversight before using AI-generated content for public services, communications, or administrative decisions.
AI Verified source (Jun 2026)

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College of Western Idaho
Public community college in Idaho that adopted a safe and ethical artificial intelligence policy in 2026.

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Allowing AI systems to make final decisions that significantly affect individuals (e.g., academic standing, access to services, employment decisions) without meaningful human review.
AI Verified source (Jun 1, 2026)

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Texas Board of Professional Engineers and Land Surveyors
Texas state licensing board overseeing professional engineering and land surveying practice.

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It is not meant to replace human in the loop and ultimate decision making by the licensee.
AI Verified source (Jun 2026)

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University of Kansas
Public research university in Kansas; published a 2026 AI report on responsible AI use.

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Human Centeredness: AI can help or even act on our behalf, but people stay in charge. Human review helps ensure AI benefits people and prevents harm.
AI Verified source (Jun 2026)

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Kansas State University
Public land-grant university in Kansas; published an AI task force executive summary in 2026.

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AI should augment—not replace—human expertise and decision-making.
AI Verified source (Jun 2026)

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Medicaid and CHIP Payment and Access Commission
Nonpartisan U.S. congressional advisory commission on Medicaid and CHIP.

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This guidance should clarify further that (1) adverse determinations may not be made by automation tools alone; (2) adverse determinations must be made based on individualized determinations of medical necessity; (3) all existing regulatory requireme...
more AI Verified source (Jun 2026)

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Virginia Information Technologies Agency
Virginia state technology agency responsible for statewide IT policy and standards.

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AI generated outcomes must be validated by humans for bias and unintended consequences. All Commonwealth entities must ensure their AI use is resilient, accountable, and explainable. "Black box" AI — systems whose decision logic cannot be explained —...
more AI Verified source (Jun 2026)

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Hamilton County
County government in Indiana.

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Employees are responsible for thoroughly reviewing any AI-generated content before use. All outputs must be verified for accuracy and compliance with County standards. Content that cannot be verified should not be used.
AI Verified source (May 26, 2026)

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University of Kentucky College of Medicine
Medical school of the University of Kentucky and home to its graduate medical education programs.

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AI must not independently generate, determine, or finalize milestone assessments, promotion or graduation decisions, remediation plans, or disciplinary actions. All evaluative decisions require human review and accountability.
AI Verified source (May 25, 2026)

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magicWorkshop
Applied AI alliance developing enterprise AI products and governance tools.

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The platform empowers business stakeholders, not just technical teams, to participate directly in validating AI systems. Subject matter experts can define evaluation criteria, review outputs, assess contextual quality, and contribute to governance pr...
more AI Verified source (May 23, 2026)

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Treasury Board of Canada Secretariat
Canadian federal department supporting the Treasury Board and responsible for government-wide administrative and digital policy.

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In many Government of Canada contexts, agentic AI is best used in tightly scoped internal workflows with clear boundaries and limited permissions, with accountable public servants making final decisions and authorizing consequential actions.
AI Verified source (May 22, 2026)

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Government of Canada
Federal government of Canada

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When an AI agent’s action alters a system’s state (send, publish, approve, spend, update records), include a review/confirmation step in the design, unless the expected impact is demonstrably low and the action is trivially reversible.
AI Verified source (May 22, 2026)

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Empire State Development
New York State's chief economic development agency.

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AI use shall have Human Oversight. Decisions that impact ESD, NYS or the public should not be made without oversight by appropriate ESD decision makers. Automated final decision systems are not permitted.
AI Verified source (May 22, 2026)

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New York State Department of Financial Services
New York State financial-services regulator.

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This may include additional testing and validation procedures, including human oversight, for AI-generated code prior to deployment in production environments.
AI Verified source (May 21, 2026)

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Jesse Williams
AI governance practitioner and author at Jozu, a secure machine-learning workflow company.

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Human-in-the-loop (HIL) approvals are explicit human sign-offs that an AI agent must obtain before it can complete a defined high-risk action.
AI Verified source (May 21, 2026)

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Institute for Human Rights and Business
International think tank focused on the human-rights impacts of business practices.

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Human oversight is an operational safeguard, providing a necessary check on automated systems, particularly in high-stakes and increasingly agentic AI contexts.
AI Verified source (May 21, 2026)

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North Davis Fire District
Utah special service district providing fire and emergency services; updated its personnel policy with AI restrictions in 2026.

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AI outputs must not be treated as authoritative without validation.
AI Verified source (May 21, 2026)

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Greg Landsman
U.S. Representative from Ohio; member of Congress speaking on healthcare and technology policy.

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Instead of letting doctors decide what’s best for their patients, the Trump Administration is experimenting with a dangerous AI model that’s delaying and even denying critical care for seniors. Congress needs to act.
AI Verified source (May 20, 2026)

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Mississippi Department of Employment Security
Mississippi state agency responsible for employment services and unemployment insurance administration.

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AI systems should not be solely responsible for making critical decisions without human intervention. Important decisions, particularly those impacting sensitive data or significant agency operations, must involve human review and approval.
AI Verified source (May 18, 2026)

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Maryland Department of Information Technology
Maryland state technology department that issues statewide IT and AI guidance.

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Irreversible actions (deletions, official communications, form submissions, DB modifications) require explicit human confirmation. Constituent-facing decisions need human review.
AI Verified source (May 15, 2026)

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OLOID
Provider of passwordless authentication and AI-driven identity solutions for frontline and shared-device environments.

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OLOID FIL introduces a new human-in-the-loop identity governance layer with policy-based risk checks, ensuring that autonomous systems remain both fast and controlled.
AI Verified source (May 12, 2026)

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Madhu Madhusudhanan
Co-founder and Chief Technology Officer of OLOID, an AI-driven identity-security company.

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With Frontline Human-in-the-Loop, organizations can introduce governance controls that automatically bring the right human into the loop when actions cross defined risk thresholds, enabling speed without losing control.
AI Verified source (May 12, 2026)

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Phil Brown
AI Fellow at the UK Ministry of Justice's Justice AI Unit.

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It is not about putting ‘humans in the loop’ of automated systems, but about designing systems where AI supports human judgement, not replaces it.
AI Verified source (May 12, 2026)

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Town of Grand Lake
Municipal government of Grand Lake, Colorado.

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Human-supervised — a Town employee reviews and takes responsibility for any AI output before it is used in Town business.
AI Verified source (May 11, 2026)

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City of Homer
Municipal government of Homer, Alaska.

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It is important to note that regardless of whether AI is used, elected and appointed officials remain solely responsible for the accuracy of any material they submit for the public record.
AI Verified source (May 7, 2026)

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Clark University
Private research university in Massachusetts; adopted an artificial intelligence use policy in 2026.

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Human responsibility and oversight: AI tools do not replace human judgment and expertise.
AI Verified source (May 7, 2026)

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Ministry of Digital Development and Information (Singapore)
Singapore government ministry responsible for national digital development and information policy, including AI governance.

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They should not allow high stakes or irreversible actions to take place without human review. Appropriate actions therefore include identifying checkpoints or action boundaries that require human approval.
AI Verified source (May 6, 2026)

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Matthew Ringelheim
EY UK and Ireland AI leader.

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As AI systems become more autonomous, trust must be embedded through strong data foundations, clear accountability and visible human oversight.
AI Verified source (May 6, 2026)

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City of Falls Church
Municipal government of Falls Church, Virginia; issued official guidance on the use of artificial intelligence in city operations in 2026.

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AI outputs will have errors and AI cannot replace City staff members’ professional judgement and expertise.
AI Verified source (May 6, 2026)

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City of Prescott
Municipal government of Prescott, Wisconsin.

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All AI-generated content must be reviewed and verified by the employee before use or distribution.
AI Verified source (May 6, 2026)

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National AI Centre
Australian Government national centre providing guidance for responsible AI adoption.

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Ensure meaningful human oversight. Make sure a person oversees your AI system in a way that matches how much autonomy the system has, and how high the stakes are. This could mean automated monitoring for low-stakes applications, and mandatory human r...
more AI Verified source (May 5, 2026)

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Butler County
County government in Kansas that adopted an AI utilization policy in May 2026.

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Human Oversight: AI supports—not replaces—human judgment.
AI Verified source (May 5, 2026)

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Centers for Medicare & Medicaid Services
U.S. federal agency administering Medicare, Medicaid, and related health programs.

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AI should provide advice or recommendations; final decisions must be made by qualified staff with documented oversight.
AI Verified source (May 5, 2026)

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Victoria Gu
Rhode Island state senator; chair of the Senate Committee on Artificial Intelligence and Emerging Technologies

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Businesses in Rhode Island are already using AI and electronic monitoring tools to surveil and discipline workers in a way no human supervisor could. If you’re making these consequential decisions over workers’ lives, there needs to be disclosure, me...
more AI Verified source (May 5, 2026)

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California Board of Naturopathic Medicine
California state board that regulates naturopathic medicine licensure and practice.

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AI may not be used as a substitute for the professional judgment, examination, or individualized assessment required of a naturopathic doctor, and responsibility for patient care always rests with the licensee.
AI Verified source (May 4, 2026)

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U.S. Government Accountability Office
Independent, nonpartisan congressional watchdog that reported in 2026 that human review can mitigate AI risks.

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Including human review in AI systems can mitigate some of these potential risks, according to panelists.
AI Verified source (May 4, 2026)

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Metropolitan Government of Nashville and Davidson County
Municipal government of Nashville and Davidson County, Tennessee.

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To ensure AI systems have a human owner responsible for system oversight, accountability and measuring accuracy.
AI Verified source (May 4, 2026)

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Australian Cyber Security Centre
Australian Government cyber-security authority providing guidance on cyber threats and secure technology adoption.

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Organisations should adopt agentic AI systems carefully by deploying incrementally and limiting them to low-risk tasks. Agentic AI deployments need to enforce strict privilege controls, continuous monitoring, strong identity management, human oversig...
more AI Verified source (May 1, 2026)

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New York State Unified Court System
Statewide court system of New York, including its judges and nonjudicial court workforce.

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AI is a type of tool designed to assist the user in performing certain tasks. It must not be treated as a substitute for human judgment, discretion, or decision-making. All UCS users remain accountable for their final work product.
AI Verified source (May 2026)

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Georgia Institute of Technology
Public research university in Atlanta, Georgia.

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AI should be used strictly as a tool and may not replace the critical thinking, professional judgment, or decision-making of a GT Community Member.
AI Verified source (May 2026)

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Christopher Bramwell
Chief Privacy Officer and Director of the Utah Office of Data Privacy.

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Governmental entities should identify high-risk automated decisions and apply enhanced safeguards proportionate to the impact of those decisions. This includes: [...] Requiring human-in-the-loop review for high-risk decisions.
AI Verified source (May 2026)

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Town of Southborough

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Staff will review AI-generated content before it goes out, sensitive personal data will not be entered into public AI tools, and residents will always have a way to reach a human.
AI Verified source (May 2026)

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National Security Agency

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The report recommends deploying agentic AI incrementally, continuously assessing against evolving threat models, and maintaining strong governance, explicit accountability, rigorous monitoring, and human oversight which are essential for safe and sec...
more AI Verified source (Apr 30, 2026)

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Kathleen H. Hicks
U.S. Deputy Secretary of Defense

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When we say ‘human in the loop’, we mean that someone in the chain of command must ultimately take responsibility.
AI Verified source (Apr 28, 2026)

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Rohan Sharma
Global Head, AI & Analytics

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Governance therefore requires intentionally constraining speed. Boards must engineer “legible friction”: defined pause points where high-stakes actions require human authorization.
AI Verified source (Apr 28, 2026)

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National Health and Medical Research Council
Australian Government statutory agency that funds health and medical research and sets research policy.

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GenAI should only be used as a support tool where appropriate, with human oversight, and decision-making authority remaining with a human.
AI Verified source (Apr 28, 2026)

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Health-ISAC
Health-sector information sharing and analysis center that published AI governance guidance requiring oversight and human review in 2026.

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It sets clear definitions of responsible use of generative AI and LLMs, prohibiting exposure of PHI, PII, and confidential data to public tools, and requiring authorization, oversight, and human review of AI outputs in clinical, HR, legal, and financ...
more AI Verified source (Apr 28, 2026)

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University of Arkansas-Pulaski Technical College
Public community college in Arkansas and part of the University of Arkansas System.

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The College affirms that accountability for all final decisions -- including their rationale and formulation -- resides with human employees, in compliance with Arkansas Act 848 of 2025, regardless of any AI recommendation.
AI Verified source (Apr 24, 2026)

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University of Arkansas - Pulaski Technical College
Public two-year college in Arkansas whose 2026 AI policy keeps final accountability and critical decisions with human employees.

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The College affirms that accountability for all final decisions -- including their rationale and formulation -- resides with human employees, in compliance with Arkansas Act 848 of 2025, regardless of any AI recommendation.
AI Verified source (Apr 24, 2026) 1 of 2

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Howard University
Private research university in Washington, D.C., that adopted a universitywide artificial intelligence policy in 2026.

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Individuals and units using AI systems shall remain accountable for verifying the accuracy and appropriateness of AI-generated outputs before using them.
AI Verified source (Apr 24, 2026)

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Ohio Department of Medicaid
Ohio state agency administering the Medicaid program

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AI use cases, tools and systems provide meaningful benefits to members and are implemented in a way that incorporates human oversight and accountability. AI use cases, tools, and systems incorporate a human-in-the-loop. MCEs shall not deploy AI use c...
more AI Verified source (Apr 24, 2026)

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David Lloyd
Chief AI Officer at Dayforce, writing on AI governance, workplace technology, and responsible deployment.

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Responsible AI depends on intelligent restraint. It requires clarity about when humans stay in the loop and when automation informs, but does not replace judgment.
AI Verified source (Apr 23, 2026)

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Town of Brunswick, Maine
Municipal government of Brunswick, Maine, whose 2026 IT budget materials set AI guardrails including human review and accountability.

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Replacing official decision-making authority with AI without human review and accountability.
AI Verified source (Apr 23, 2026)

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City of Little Rock
Capital city of Arkansas; announced a city AI acceptable use policy in 2026.

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Little Rock’s AI policy establishes clear standards for ethical AI use, including human oversight of all AI-generated work, protections against bias, and strict rules governing the handling of sensitive data.
AI Verified source (Apr 23, 2026)

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Transportation Authority of Marin
California transportation agency serving Marin County.

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AI shall augment, not replace, human judgment. Final decisions affecting residents, employees, partners, or legal rights must involve human review.
AI Verified source (Apr 23, 2026)

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Delegate
Damon Garn
Technology journalist and editor at Cogspinner Coaction writing on AI and data-center operations.

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Humans should retain control of key decisions, ethical use and escalation policies.
AI Verified source (Apr 22, 2026)

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Jim Sherlock
Vice President of AI and Cybersecurity Research and Development at ProCircular.

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votes For and says:

If your AI agent can approve a wire transfer or modify access controls without a human being in the loop, you’ve essentially created an unaudited decision-maker with admin privileges.
AI Verified source (Apr 21, 2026)

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Delegate
City of Cullman
Municipal government of Cullman, Alabama; adopted a 2026 personnel handbook with AI use rules requiring human decision-making and review.

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Municipal staff must ensure that AI tools are used to complement human decision-making, not replace it, especially when decisions have significant impacts on citizens.
AI Verified source (Apr 20, 2026)

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City of North Pole
Alaska municipal government.

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votes For and says:

All use of GenAI requires human oversight by a staff member. Automated final decision-making without human oversight is not permitted under any circumstance.
AI Verified source (Apr 20, 2026)

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Delegate
Concord Police Department
Local police department in Massachusetts.

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AI systems support agency functions but do not replace human judgment or constitutional decision-making.
AI Verified source (Apr 15, 2026)

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Delegate
Sara Steffens
Worker Power Director at We Build Progress; testified before the House Education and Workforce Subcommittee on AI's economic impact on workers and employers in 2026.

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votes For and says:

AI systems are increasingly used to justify disciplinary actions, with data-driven decisions that may lack transparency and fairness, potentially leading to unjust consequences without proper human oversight. Workers need to be able to contest discip...
more AI Verified source (Apr 15, 2026)

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Matthew Paul Gizzo
Attorney and labor policy witness on AI and payroll compliance.

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votes For and says:

In each of these applications, AI does not replace human judgment; it augments it. The employer remains responsible for compliance, and human oversight remains essential. But by automating routine calculations, flagging potential issues, and ensuring...
more AI Verified source (Apr 15, 2026)

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Ryan Birbal
Senior vice president for public policy at HR Policy Association; testified to Congress on workplace AI in 2026.

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votes For and says:

In human resources, AI is most effective when it augments—rather than replaces—human judgment and engagement. Employers are using AI throughout the hiring process to source candidates, analyze qualifications, and make more informed decisions.
AI Verified source (Apr 15, 2026)

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Delegate
City of Millcreek
Utah municipal government.

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votes For and says:

The City Manager or designee must review and verify the accuracy and appropriateness of all AI-generated content and outputs. AI tools must not be used to make final decisions or determinations without the approval of the City Manager or designee.
AI Verified source (Apr 13, 2026)

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Delegate
MACPAC
Medicaid and CHIP Payment and Access Commission, a U.S. congressional advisory commission.

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votes For and says:

A human reviewer with expertise must review all PA decisions, including those involving automated systems. Human oversight safeguards against the potential risks of automation, such as bias in AI-based tools or programming errors in rules-based algor...
more AI Verified source (Apr 9, 2026)

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Delegate
Town of Flower Mound
Municipal government of Flower Mound, Texas.

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votes For and says:

AI cannot be solely relied upon to make critical decisions or provide professional advice.
AI Verified source (Apr 9, 2026)

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Delegate
ARIZONA@WORK-Yuma County
Yuma County workforce development system operating through the Yuma Private Industry Council.

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votes For and says:

Any AI-assisted content used in contracts, grant submissions, compliance materials, disciplinary documents, employment-related documents, legal communications, client eligibility materials, or other high-risk business records must be reviewed and app...
more AI Verified source (Apr 8, 2026)

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Mississippi State Personnel Board
Mississippi state personnel authority that published a 2026 AI human resources policy template.

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votes For and says:

AI tools may assist in HR operations but shall not replace human judgment or decision-making authority.
AI Verified source (Apr 7, 2026)

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North Dakota State Investment Board
North Dakota public investment board overseeing state funds; issued AI governance policy language in 2026.

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AI tools may support but shall not replace the exercise of independent fiduciary judgment required under NDCC § 54-52-02.9.
AI Verified source (Apr 7, 2026)

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Delegate
Brendan D. Kelly
Professor of Psychiatry at Trinity College Dublin and author on clinical judgment, law, and artificial intelligence.

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votes For and says:

Each component places human reasoning and ethical responsibility at the centre of AI-supported practice, ensuring that technological innovation strengthens rather than undermines the foundations of psychiatry and law.
AI Verified source (Apr 2, 2026)

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Scott U. Schlegel
Judge of Louisiana's 24th Judicial District Court and public speaker on responsible AI use in the courts.

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votes For and says:

it's not part of the social contract to turn over the human judgment of a judge to AI.
AI Verified source (Apr 2, 2026)

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Delegate
State of Oregon Enterprise Information Services
Oregon state technology division led by the State Chief Information Officer.

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votes For and says:

Human review is a foundational principle for the responsible use of AI at the State of Oregon. Ensuring a human is in the loop is about accountability prior to distribution or decision. Human review is satisfied when a responsible individual confirms...
more AI Verified source (Apr 2, 2026)

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Vitalik Buterin
Ethereum cofounder; technologist

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votes For and says:

The hope is that humans and LLMs fail in distinct ways, and so requiring human + LLM 2-of-2 confirmation to take risky actions (and allowing human override only with much more friction and/or time delay) is much safer than fully relying only on eithe...
more AI Verified source (Apr 2, 2026)

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International Monetary Fund
International financial institution

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votes For and says:

Embedding human oversight where agents execute groundwork while human experts review and approve final actions, such as authorizing payments or finalizing audit reports.
AI Verified source (Apr 2026)

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Delegate
AI Workforce Readiness Council
Mississippi statewide council established to prepare the workforce for artificial intelligence adoption and skills needs.

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votes For and says:

Responsible governance includes understanding user responsibility, acceptable use, and the need for human oversight in AI-enabled systems.
AI Verified source (Apr 2026)

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Delegate
General Pharmaceutical Council
Independent regulator for pharmacists, pharmacy technicians, and pharmacies in Great Britain.

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votes For and says:

Pharmacists and pharmacy technicians remain personally accountable for all decisions and actions when using AI. AI should not replace clinical decision making and professional judgement.
AI Verified source (Apr 2026)

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Delegate
Wesleyan College
Private liberal arts college in Macon, Georgia.

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votes For and says:

AI tools must not be used as the sole or primary basis for personnel decisions, including hiring, evaluation, or disciplinary matters.
AI Verified source (Apr 2026)

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City of Geneva
Municipal government of Geneva, New York.

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votes For and says:

AI tools shall support, but shall not replace, human judgment, professional responsibility, or legal authority. City personnel remain fully responsible and accountable for all work products, decisions, communications, and outcomes, regardless of whet...
more AI Verified source (Apr 2026)

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City of Providence
Municipal government of Providence, Rhode Island.

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votes For and says:

Employees remain fully responsible for the outcomes produced when using AI tools; while these technologies may support and enhance work, they do not replace professional judgment or human oversight.
AI Verified source (Apr 2026)

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Delegate
Federal Maritime Commission
Independent U.S. federal agency regulating ocean transportation; its 2026 AI compliance plan requires human review and appeal mechanisms for high-impact AI.

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votes For and says:

High-impact AI must meet the minimum risk management practices set out in M-25-21 Section 4(b). These practices include pre-deployment testing, impact assessments, continuous monitoring, human review and appeal mechanisms, public summaries, and docum...
more AI Verified source (Mar 31, 2026)

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Delegate
Chevy Chase Village Police Department
Local police department serving Chevy Chase Village, Maryland.

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votes For and says:

Members shall not use GenAI systems to rationalize a law enforcement decision, or as the sole basis of research, interpretation, or analysis of the law or facts related to a law enforcement contact or investigation.
AI Verified source (Mar 31, 2026)

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Delegate
English Speaking Board (International) Ltd
UK awarding organization for English language and speech qualifications.

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votes For and says:

AI must not be used to make final decisions on learner outcomes, grading, or malpractice determinations.
AI Verified source (Mar 30, 2026)

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Delegate
AILD
Organization publishing guidance on AI agents governance and oversight.

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votes For and says:

Human oversight for AI agents means leaders define where agents may act independently, where human approval is required, and what conditions force escalation or rollback before operational autonomy expands.
AI Verified source (Mar 28, 2026)

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Delegate
Fort Bend County
County government in Texas.

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votes For and says:

Fort Bend County employees, elected officials, contracted individuals, interns, and vendors must not rely solely on AI for conclusive decisions. If AI is being used as a decision-support tool, all outputs must be reviewed and validated by a qualified...
more AI Verified source (Mar 26, 2026)

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Cochise County
Arizona county government that adopted a 2026 generative AI policy.

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votes For and says:

Human-in-the-Loop: A required process in which a knowledgeable County employee reviews and validates all AI-generated content before it is released, implemented, or made public. This ensures accountability and contextual judgment.
AI Verified source (Mar 24, 2026)

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Tallahassee State College
Public community college in Tallahassee, Florida that adopted AI acceptable-use rules requiring substantive human oversight in 2026.

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votes For and says:

AI must not be used for automated decisions affecting students, employees, or research subjects without substantive human oversight or formal approval by Information Technology and the applicable data custodians;
AI Verified source (Mar 23, 2026)

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Delegate
Moore Norman Technology Center
Public technology center district in Oklahoma that adopted a 2026 AI policy barring high-stakes decisions without human oversight.

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votes For and says:

The use of AI for high-stakes decision making is improper. For instance, AI should not be utilized for grading, student progression, and discipline decisions without human oversight. AI should support, not replace, the professional judgment of educat...
more AI Verified source (Mar 23, 2026)

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Delegate
Naugatuck Valley Council of Governments
Connecticut regional planning organization and council of governments that adopted an AI use policy in 2026.

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votes For and says:

As with all cases, content created by any AI system must be verified through human review before implementation and publication.
AI Verified source (Mar 20, 2026)

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Delegate
Niusha Shafiabady
Professor of Computational Intelligence at Australian Catholic University.

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votes For and says:

In healthcare, justice, finance and public administration, humans must remain accountable decision-makers. Professional reasoning should be documented rather than displaced.
AI Verified source (Mar 19, 2026)

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Delegate
Australian Skills Quality Authority
Australian Government regulator for vocational education and training quality.

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votes For and says:

This ensures that there is always a human directly involved (Human in the Loop, or HITL) to review and validate any outcome/s generated by AI systems, in order to maintain accountability and accuracy.
AI Verified source (Mar 18, 2026)

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Delegate
Daniel Nieto
Senior Director Analyst at Gartner, specializing in government digital transformation and AI governance.

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votes For and says:

Because of the need for transparency in decision-making, Gartner predicts that by 2029, 70% of government agencies will require explainable AI (XAI) and human-in-the-loop (HITL) mechanisms for all automated decisions that impact citizen service deliv...
more AI Verified source (Mar 17, 2026)

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Delegate
Chicago Housing Authority
Public housing authority serving Chicago that adopted an artificial intelligence policy in 2026.

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votes For and says:

The use of AI is not meant to be a replacement for staff or human decision making but instead, AI is only to be used as a tool to assist in work duties.
AI Verified source (Mar 17, 2026)

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Delegate
California Department of Real Estate
California state agency regulating real estate licensees and enforcing real estate law.

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votes For and says:

Licensees should adopt well-documented practices, retain human oversight over AI content, and ensure their use of AI tools supports, not undermines or violates, their legal obligations under California law.
AI Verified source (Mar 17, 2026)

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Delegate
Archuleta County
Colorado county government.

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All AI-generated content must be reviewed, verified, and fact-checked by a human before being published, distributed, relied upon, or used for county business. Employees remain fully responsible for the accuracy and appropriateness of all final conte...
more AI Verified source (Mar 17, 2026)

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Delegate
Indiana Department of Child Services
Indiana state agency responsible for child welfare and child support programs.

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votes For and says:

Staff must use their own judgment and training to make decisions about child safety, placement, and permanency. AI cannot be used as a decision-making tool and cannot replace staff critical thinking, judgment, or action.
AI Verified source (Mar 16, 2026)

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Delegate
Okta
Identity and access management company publishing AI-agent security guidance.

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votes For and says:

If an agent deviates from its intended mission, accesses sensitive data unexpectedly, or when a threat is detected, you need to be able to revoke access instantly across every system to contain risk.
AI Verified source (Mar 15, 2026)

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Delegate
City of Culver City
Municipal government of Culver City, California.

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votes For and says:

Roles and responsibilities govern the deployment and maintenance of AI systems, and human oversight ensures adherence to relevant laws and regulations.
AI Verified source (Mar 13, 2026)

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Delegate
State Bar of California Committee on Professional Responsibility and Conduct
State Bar of California committee on professional responsibility and conduct.

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votes For and says:

When using technology, including artificial intelligence, a lawyer must independently review, verify, and exercise professional judgment regarding any output generated by the technology.
AI Verified source (Mar 13, 2026)

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Delegate
Centers for Disease Control and Prevention
U.S. federal public health agency.

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Human Oversight: Always review GenAI outputs before use. A person should be accountable for the final product.
AI Verified source (Mar 13, 2026)

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Delegate
Texas Department of Information Resources
Texas state agency responsible for statewide information resources and IT policy.

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votes For and says:

Treat AI outputs as a starting point, written by an unskilled intern. Human judgment and expertise remain essential to ensuring a quality final work product.
AI Verified source (Mar 13, 2026)

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U.S. General Services Administration
U.S. federal agency responsible for government procurement, real estate, and technology policy.

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Conduct ongoing monitoring of the AI system and establish thresholds for periodic human review; ... Include human validation and intervention protocols to ensure all output decisions made by AI systems are regularly evaluated by system practitioners.
AI Verified source (Mar 11, 2026)

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City of Berkeley
Municipal government of Berkeley, California.

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votes For and says:

No automated system may take punitive or coercive measures, such as issuing citations, restricting access, or initiating legal consequences without meaningful human oversight, and rapid appeal.
AI Verified source (Mar 10, 2026)

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Utah State Board of Education
State education authority that oversees public education policy and standards in Utah.

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votes For and says:

AI is a tool to augment human judgment, not replace it. Teachers and staff must review and critically reflect on all AI-generated content before use, thereby keeping "humans in the loop."
AI Verified source (Mar 10, 2026)

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Delegate
Jo Daviess County
Illinois county government.

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votes For and says:

GenAI outputs must be reviewed, verified, and corrected prior to use. All permitted uses require human review, verification, final ownership by the user, and possible department head/elected official approval.
AI Verified source (Mar 10, 2026)

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Delegate
Shoshana O'Keefe
Berkeley, California city councilmember.

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votes For and says:

While AI may support human judgement in decision-making, it must never replace human oversight. Staff remain responsible for the content, recommendations, and decisions made with the assistance of AI. Consequential decisions that impact human welfare...
more AI Verified source (Mar 10, 2026)

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Delegate
David Haber
Vice President of AI Security at Check Point Software Technologies.

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When agents act, humans must be able to understand, audit and override those actions when necessary. After all, visibility and control go hand in hand.
AI Verified source (Mar 6, 2026)

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Delegate
Maine Office of Information Technology
Central information technology office for Maine State Government.

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votes For and says:

An output from a GenAI tool must never be used to arrive at a final decision. Before being disseminated, or otherwise acted upon, any output from a GenAI tool must always be vetted by an appropriate agency human operator (HITL), and the organizationa...
more AI Verified source (Mar 6, 2026) 1 of 2

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City of Portland
Municipal government of Portland, Oregon.

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Automated tools may assist with efficiency, but final determinations in these areas require human review.
AI Verified source (Mar 6, 2026)

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Delegate
Emory University
Private research university in Atlanta, Georgia, that published institutional AI governance materials in 2026.

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Any AI-generated text, figures, tables, or code in research outputs must carry a clear disclosure notice until appropriate human review and validation has occurred.
AI Verified source (Mar 5, 2026)

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Delegate
Bryan Ross
Field CTO at GitLab; technology and cybersecurity leader.

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By integrating knowledge graphs to evaluate the potential "blast radius" of each change, the agents can recommend the appropriate level of human review required before pushing to production, reserving intensive human oversight for high-risk changes w...
more AI Verified source (Mar 4, 2026)

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Delegate
National Endowment for the Arts
Independent federal agency that supports arts participation, education, and communities in the United States.

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Personnel should ensure all content generated or modified using these tools is reviewed by appropriate subject matter experts for accuracy, relevance, data sensitivity, inappropriate bias, and policy compliance before using it in any official capacit...
more AI Verified source (Mar 4, 2026)

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LACERA
Los Angeles County Employees Retirement Association, a public retirement system.

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AI cannot be used to generate final communications, decisions, or official records. Staff must review, validate, and approve any AI assisted research, draft, or analysis before it is used or shared.
AI Verified source (Mar 4, 2026)

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Delegate
Klaus Löber
Chair of the European Securities and Markets Authority (ESMA), speaking on AI governance and oversight in financial-market infrastructure.

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For systemically important infrastructures, black-box decision-making is not an option. Accountability must always remain with humans.
AI Verified source (Mar 3, 2026)

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Delegate
Town of Wiscasset
Municipal government in Maine.

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votes For and says:

AI shall not replace human decision-making and shall not be used as the sole basis for personnel, enforcement, regulatory, financial, or legal determinations.
AI Verified source (Mar 3, 2026)

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Municipality of the County of Pictou
Municipal government in Nova Scotia, Canada.

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Gen AI shall not be used to make fully automated decisions that produce legal, financial, or similarly significant effects on individuals without human review and appropriate authorization.
AI Verified source (Mar 2, 2026)

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Pepperdine University
Private Christian university in Malibu, California.

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votes For and says:

Users of AI tools are responsible for the content they generate and the decisions they make based on AI outputs. AI should not be the decision-maker in human evaluations, including performance review, teaching, grading, and the creation and delivery ...
more AI Verified source (Mar 2026)

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WaterISAC
Water Information Sharing and Analysis Center serving the U.S. water sector with cybersecurity and resilience guidance.

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AI must not be used to make final decisions that significantly affect members (e.g., eligibility, services, employment) without human review.
AI Verified source (Mar 2026)

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American Medical Writers Association
Professional association for medical communicators that published a responsible AI use policy in 2026.

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AI must not be used to make final decisions that significantly affect members (e.g., eligibility, services, employment) without human review.
AI Verified source (Mar 2026)

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South Georgia State College
Public state college in Georgia.

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votes For and says:

Human oversight and responsibility remain central; AI supports but does not replace professional judgment, especially in consequential decisions.
AI Verified source (Mar 1, 2026)

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New York City Public Schools
Largest public school system in the United States.

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votes For and says:

All AI tools must be used with human judgment, oversight, and review. AI supports—never replaces—educator and leader decision-making.
AI Verified source (Mar 2026)

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Delegate
U.S. Election Assistance Commission
Independent U.S. federal agency supporting election administration.

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votes For and says:

AI should augment, not replace, human judgment. Human oversight is a critical component of every case study in this guide.
AI Verified source (Mar 2026)

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OpenAI
AI research organization

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votes For and says:

The AI System will not be used to independently direct autonomous weapons in any case where law, regulation, or Department policy requires human control, nor will it be used to assume other high-stakes decisions that require approval by a human decis...
more AI Verified source (Feb 28, 2026)

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Delegate
Malcolm Byrne
Irish TD (Fianna Fáil)

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votes For and says:

Technology is not a goal in itself; technology is the enabler for us to be able to achieve better goals for all of humanity and it is critical that it is humans who are going to be in the loop.
AI Verified source (Feb 26, 2026)

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Delegate
Seneca County
County government of Seneca County, New York.

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votes For and says:

Fully automated decisions that do not require any meaningful human oversight but substantially impact individuals.
AI Verified source (Feb 26, 2026)

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Delegate
Arkansas Department of Shared Administrative Services Office of State Technology
Arkansas state technology office overseeing IT policy and services for the executive branch.

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votes For and says:

Human judgment remains essential. No AI system may make final decisions affecting individual rights or obligations without human review.
AI Verified source (Feb 26, 2026)

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Delegate
Valerie Foushee
U.S. Representative for North Carolina's 4th congressional district; sponsor of the Protecting Consumers from Deceptive AI Act

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votes For and says:

I firmly object to any effort by the Administration to strong-arm AI companies into enabling mass surveillance or developing weapons that operate without meaningful human control. These uses threaten civil liberties and human rights at home and aroun...
more AI Verified source (Feb 26, 2026)

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Delegate
Allyson Knox
Senior Director of Education and Workforce Policy at Microsoft.

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votes For and says:

Equip schools with guidance on the safe, effective, and responsible use of AI, including considerations related to student privacy, data security, accessibility, transparency, and appropriate human oversight.
AI Verified source (Feb 24, 2026)

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Delegate
Michele L. Blatt
State Superintendent of Schools at the West Virginia Department of Education.

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votes For and says:

The guidance is intentionally descriptive rather than directive. It establishes shared language, clarifies ethical considerations, and reinforces that people remain in control of educational decisions. The guidance addresses three audiences: the gene...
more AI Verified source (Feb 24, 2026)

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Delegate
Francesca Rossi
IBM Fellow and Global Leader for Responsible AI and AI Governance

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votes For and says:

A nominal ‘human-in-the-loop’ approach is not enough. If humans are overloaded or lack the right information, oversight becomes symbolic.
AI Verified source (Feb 23, 2026)

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Delegate
Utah Legislature
State legislature of Utah.

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votes For and says:

"Human-in-the-loop supervision" means licensed educator authority to review, override, and control instructional consequences of an artificial intelligence system, requiring documented educator review and approval before any student-impacting decisio...
more AI Verified source (Feb 23, 2026)

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Delegate
Global Council for AI Standards
Organization publishing AI governance and human-oversight standards.

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votes For and says:

For each AI system identified under REQ-006-1, the organization shall implement and document an override mechanism that allows authorized personnel to reverse or modify an AI output.
AI Verified source (Feb 20, 2026)

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Delegate
City of Salem
Municipal government of Salem, Massachusetts; adopted an AI use policy in 2026.

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All AI-generated content must be reviewed, fact-checked, and approved by a City employee before use or release.
AI Verified source (Feb 20, 2026)

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Delegate
António Guterres
UN Secretary-General

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votes For and says:

Science informs, but humans decide. Our goal is to make human control a technical reality, not a slogan. And that requires meaningful human oversight in every high-stakes decision — in justice, healthcare, credit.
AI Verified source (Feb 20, 2026)

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Delegate
United States Department of the Interior
U.S. federal executive department managing public lands, natural resources, and related services.

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votes For and says:

Output accuracy must be validated with human oversight.
AI Verified source (Feb 18, 2026) 1 of 2

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Delegate
Maryland State Department of Education
Maryland state education agency overseeing statewide K-12 policy, operations, and guidance.

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votes For and says:

No final determinations about awards, funding, eligibility, legality, compliance, disciplinary actions, or any other policy or program decision-making may be performed by an AI.
AI Verified source (Feb 18, 2026)

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Delegate
Texas Department of Transportation
Texas state transportation agency.

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votes For and says:

While AI tools are used to accelerate analysis, data processing and workflow execution, human professionals remain accountable for all final decisions and outputs. Mandatory human-in-the-loop review is required for AI-assisted work, reinforcing profe...
more AI Verified source (Feb 18, 2026)

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Delegate
County of Placer
County government serving Placer County, California.

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votes For and says:

Automated Decision-Making Without Oversight: Using AI to make or implement decisions as part of job responsibilities without appropriate human review and approval.
AI Verified source (Feb 17, 2026)

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Delegate
Saginaw County
Michigan county government.

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votes For and says:

AI systems shall not be used to make final determinations affecting an individual's rights, eligibility, or access to services without human review and validation.
AI Verified source (Feb 17, 2026)

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Delegate
Wam Voster
VP Analyst at Gartner covering AI infrastructure risk

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votes For and says:

A secure ‘kill-switch’ or override mode accessible only to authorized operators is essential for safeguarding national infrastructure from unintended shutdowns caused by an AI misconfiguration.
AI Verified source (Feb 12, 2026)

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OHSU
Oregon Health & Science University, academic health center and public research university in Portland.

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votes For and says:

AI tools are intended to supplement—not replace—human judgment and expertise. Clinicians and trainees remain ultimately responsible for the accuracy, integrity, and ethical application of AI-assisted work.
AI Verified source (Feb 12, 2026)

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Delegate
City of Goodlettsville
Tennessee municipal government.

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votes For and says:

AI shall be used only as a support tool and shall not replace professional judgment, human oversight, or legally required decision-making processes.
AI Verified source (Feb 12, 2026)

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Delegate
Glenn Grothman
U.S. Representative for Wisconsin's 6th congressional district and chair of the House Workforce Protections Subcommittee.

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votes For and says:

These tools can be invaluable for augmenting worker safety, but there must be space for human oversight, and employers should be wary of delegating ultimate responsibility for worker safety to AI.
AI Verified source (Feb 11, 2026)

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Delegate
Snow College
Public community college in Utah with a 2026 collegewide AI policy requiring human oversight for high-impact decisions.

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votes For and says:

College policy requires meaningful human oversight for high-impact decisions; fully automated decisions that affect rights, opportunities, or academic standing must include human review and an appeal pathway.
AI Verified source (Feb 11, 2026)

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Delegate
Town of Fairfield
Maine municipal government whose town council discussed and published a draft AI policy in 2026.

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votes For and says:

AI-generated content should be reviewed, verified, and edited before use. AI may support work but may not make final decisions on policy, enforcement, eligibility, or legal matters.
AI Verified source (Feb 11, 2026)

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Delegate
Internal Revenue Service
U.S. federal tax agency within the Department of the Treasury.

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votes For and says:

The IRS must implement minimum risk management practices for high-impact AI that could have significant impacts when deployed, including to provide additional human oversight, intervention, and accountability.
AI Verified source (Feb 10, 2026)

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Delegate
Lorena Gonzalez
President of the California Federation of Labor Unions, AFL-CIO; former California State Assembly member

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votes For and says:

Workers who maintain our electric and gas infrastructure deliver essential services to millions of Californians and are critical to public safety and wildfire prevention. We need more human oversight of utilities, not less. We cannot allow major util...
more AI Verified source (Feb 10, 2026)

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Delegate
Francisco Preciado
Executive director of the Engineers and Scientists of California Local 20 IFPTE

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votes For and says:

SB 1011 is essential to ensure that critical work to maintain the safety and efficiency of our grid is performed by humans with the knowledge, experience, and expertise to do so. Technology is great when it enhances and supports our work in the safe ...
more AI Verified source (Feb 10, 2026)

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Delegate
Nanda Min Htin
Privacy, AI governance and AI safety lawyer specializing in the United States and Asia-Pacific.

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votes For and says:

If a machine errs, a human should be present to intervene, correct the course, and absorb the responsibility, while being incentivized to implement safety mechanisms.
AI Verified source (Feb 9, 2026)

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Delegate
Kansas Health Institute
Kansas-based nonpartisan health policy organization that submitted 2026 testimony on AI oversight and governance in healthcare.

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votes For and says:

a practical framework that organizations can adapt to set expectations around transparency, data governance, human oversight and responsible AI use.
AI Verified source (Feb 9, 2026)

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Delegate
Dallas College
Public community college district in Texas that adopted AI governance rules with human review and high-risk oversight requirements in 2026.

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votes For and says:

All AI generated content must be reviewed by qualified personnel of the College District in advance of such content being published; shared; used in decision making, including but not limited to high-risk AI decisions; or otherwise used in connection...
more AI Verified source (Feb 6, 2026)

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Delegate
Town of Goffstown
Municipal government of Goffstown, New Hampshire.

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votes For and says:

Output generated by AI and LLMs must be reviewed by a human before being used in official documents or communications. This ensures accuracy and appropriateness of the content. Human review is crucial to identify and correct any errors, biases, or in...
more AI Verified source (Feb 5, 2026)

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Delegate
Hawaii Medical Association
Statewide professional association representing physicians in Hawaii.

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votes For and says:

HMA supports the intent of this measure to enhance patient safety, transparency, and trust as AI tools are increasingly integrated into clinical practice. Requirements for qualified, human oversight with reviewing and validating/overriding outputs us...
more AI Verified source (Feb 4, 2026)

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Delegate
Lauren Wilkinson
Divisional CIO for Financial Advisor Services at Vanguard.

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votes For and says:

We also recommend that companies have multiple lines of “human-in-the-loop” governance reviews with quality control checks before any AI use case is made widely available.
AI Verified source (Feb 3, 2026)

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Delegate
David J. Walton
Partner at Fisher Phillips and co-chair of the firm's Artificial Intelligence Team; testified to Congress on workplace AI in 2026.

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votes For and says:

For major employment decisions like hiring, firing, promotions, and pay, many companies require a human to review AI’s recommendation. This creates accountability. It also catches errors before they hurt workers.
AI Verified source (Feb 3, 2026)

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Workday
Enterprise software company providing human resources and finance applications.

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votes For and says:

We believe that AI tools with “consequential impacts”—for example, tools used in recruiting, hiring, promotion, or termination—must be designed and operated with informed human oversight. A “human-in-the-loop” approach ensures that AI augments, rathe...
more AI Verified source (Feb 3, 2026)

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Delegate
Single Source Regulations Office
UK regulator overseeing single-source defence contracting and pricing oversight.

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votes For and says:

The SSRO does not take decisions based solely on automated processing; all decisions with legal or similarly significant effects involve meaningful human involvement.
AI Verified source (Feb 3, 2026)

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Delegate
Lewis County
County government of Lewis County, Washington; adopted an artificial intelligence use policy in 2026.

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votes For and says:

AI-produced work must be reviewed by a County employee to ensure it is accurate, lawful, and appropriate for its intended purpose before any use or distribution, including but not limited to decisions, public communication, policies, reports, code, o...
more AI Verified source (Feb 3, 2026)

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Delegate
State Health Planning and Development Agency
Hawaii Department of Health agency focused on health planning and healthcare innovation.

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votes For and says:

The State of Hawaiʻi has an important opportunity to proactively establish guardrails for the use of artificial intelligence in health care. SB 2281 appropriately centers transparency, patient awareness, and human oversight as AI tools become more co...
more AI Verified source (Feb 2, 2026)

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Delegate
The Juilliard School
Performing arts conservatory in New York City.

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votes For and says:

AI Technologies are not a substitute for and should not be used without sufficient human oversight, quality assurance, review, validation, or decision-making.
AI Verified source (Jan 28, 2026)

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Delegate
U.S. Department of Energy
U.S. federal department responsible for national energy policy, national laboratories, and nuclear security.

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votes For and says:

Human oversight is paramount in the use of GenAI tools. These systems are intended to augment, not replace, human decision-making within the Department.
AI Verified source (Jan 28, 2026)

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Delegate
Wilton Manors Police Department
Municipal police department serving Wilton Manors, Florida.

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AI shall support, but never replace Department members, in the authorship of reports, legal documents, or investigative conclusions.
AI Verified source (Jan 28, 2026)

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Delegate
Southern University System
Public university system in Louisiana that adopted a 2026 umbrella policy requiring human oversight for high-stakes AI uses.

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AI must not be used to: Perform automated decisions on employment or student status without human oversight and documented fairness review.
AI Verified source (Jan 24, 2026)

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Delegate
Milwaukee Police Department
Municipal police department of Milwaukee, Wisconsin.

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votes For and says:

Members shall not use generative AI systems to rationalize a law enforcement decision, or as the sole basis of research, interpretation, or analysis of the law or facts related to a law enforcement contact or investigation.
AI Verified source (Jan 23, 2026) 1 of 2

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Delegate
Heber City
Municipal government of Heber City, Utah.

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votes For and says:

The policy did not mandate the use of AI, replace human judgment, or create new disciplinary standards, but instead clarified appropriate use, required disclosure when AI materially contributed to public or decision-making documents, and affirmed tha...
more AI Verified source (Jan 20, 2026)

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Delegate
European Economic and Social Committee (EESC)
EU advisory body for civil society

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Medical decisions must always include human oversight.
AI Verified source (Jan 16, 2026)

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Delegate
Julia Stoyanovich
Associate Professor of Computer Science and Engineering and Data Science at NYU; founding Director of the Center for Responsible AI.

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votes For and says:

These provisions require deployers to inform individuals in advance when AI systems will be used, to provide a meaningful opportunity to opt out of automated decision-making in favor of human review, and to notify individuals after a decision is made...
more AI Verified source (Jan 15, 2026)

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Delegate
Adeel Khan
Founder and CEO of MagicSchool AI.

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In schools, AI should be treated as a thought partner, not an authority. The teacher or school leader remains responsible for what is delivered to students. That means policy and practice should emphasize verification, clear attribution of AI-generat...
more AI Verified source (Jan 14, 2026)

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Delegate
Mississippi Artificial Intelligence Regulation Task Force
Mississippi state task force that issued a final report on AI governance and responsible use in January 2026.

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votes For and says:

the Legislature acknowledges that AI cannot replace human creativity and involvement and so promotes responsibly using AI tools and systems while aligning and adhering to the state's long-term policies, goals, values and missions while maintaining ci...
more AI Verified source (Jan 13, 2026)

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Delegate
Mike Kehoe
Governor of Missouri.

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WHEREAS, the development and deployment of AI systems must be guided by principles that safeguard the fundamental values and interests of Missourians, including data privacy, effective data quality management, human oversight, ethical considerations,...
more AI Verified source (Jan 13, 2026)

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State of Missouri
U.S. state government of Missouri, including statewide executive orders and administrative policy.

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Ensuring appropriate human oversight and intervention, especially in high-impact AI use cases, to maintain accountability and preserve human judgment in critical decisions.
AI Verified source (Jan 13, 2026)

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Pennsylvania Office of Administration
Pennsylvania state agency overseeing administrative and information technology policy for executive agencies.

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votes For and says:

Agencies shall ensure that AI solutions have appropriate interventions and checks from humans, otherwise known as human in the loop procedures, meaning there is active human participation in the decision-making process, review, oversight, and validat...
more AI Verified source (Jan 13, 2026)

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Delegate
Sean Fitzpatrick
CEO Global Legal, LexisNexis

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Fully autonomous, unsupervised legal decision-making, especially in high-stakes or regulated contexts, will remain both unrealistic and unacceptable.
AI Verified source (Jan 12, 2026)

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Delegate
Sebastian Arriada
Chief Information Officer at Globant.

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Organizations must have mechanisms that allow human operators to step in, override, redirect, or halt AI actions. This is essential not only for safety, but for trust.
AI Verified source (Jan 12, 2026)

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Delegate
North Central University
Private Christian university in Minneapolis, Minnesota.

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This characteristic makes AI an effective assistant that can draft, suggest, and accelerate work – but requires human expertise to verify, refine, and take responsibility for final outputs.
AI Verified source (Jan 12, 2026)

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Delegate
Yates County
County government of Yates County, New York, which adopted an artificial intelligence use policy in January 2026.

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Affected Individuals must thoroughly review any generative AI and accept responsibility for its use and dissemination.
AI Verified source (Jan 12, 2026)

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Baroness Kidron
UK House of Lords crossbench peer and digital rights advocate

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In systems that shape our defence, policing, health service and democratic decision-making, sovereignty must be the default, with onshore audit and assurance, procurement that builds domestic capability, control over strategic pinch-points and the ul...
more AI Verified source (Jan 8, 2026)

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City of Golden Valley
Minnesota municipal government that announced an AI policy in 2026.

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votes For and says:

The policy establishes a framework for responsible and transparent use of AI tools within City operations. It sets standards for approving AI tools, protecting sensitive data, and ensuring appropriate human review of AI-generated content.
AI Verified source (Jan 6, 2026)

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Delegate
Cass County
Minnesota county government.

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Making final decisions without human review.
AI Verified source (Jan 6, 2026)

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Delegate
Virginia Union University
Private historically Black university in Richmond, Virginia.

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Decisions assisted by AI must include human review and final approval – AI may inform but not replace human judgment.
AI Verified source (Jan 5, 2026)

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Delegate
Ohio Department of Administrative Services
Ohio state agency overseeing administrative operations, procurement, and statewide technology policy.

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The output from a Generative AI tool must be reviewed for accuracy prior to its use.
AI Verified source (Jan 5, 2026)

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Delegate
Kavya Pearlman
Founder and CEO of X Reality Safety Intelligence, a technology-safety standards nonprofit.

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It calls for minimum global guardrails for agentic AI and world models, with enforceable requirements for human intervention, decision traceability, and accountability by design.
AI Verified source (2026)

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KPMG
Global professional-services organization publishing AI governance and assurance guidance.

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As AI moves from assisting to acting, “human on the loop” oversight becomes more important.
AI Verified source (2026)

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Delegate
Australian Government
National government of Australia; publisher of official digital and AI policy guidance.

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Oversight must be maintained through a human-in-the-loop or human-on-the-loop governance model.
AI Verified source (2026)

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Delegate
County of Santa Cruz
County government of Santa Cruz County, California.

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Human review required. Final decisions, recommendations, and communications get human sign-off.
AI Verified source (2026)

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Love146
Anti-trafficking nonprofit organization that published an AI acceptable use policy in 2026.

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votes For and says:

We firmly believe that humans should retain control over AI systems. We will use AI technologies to complement human decision-making and not replace or override it. Human oversight and intervention will be incorporated into our AI applications whenev...
more AI Verified source (Jan 2026)

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National Park College
Public community college in Arkansas that adopted AI acceptable-use rules requiring human review in 2026.

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votes For and says:

AI or ADT generated recommendations or outputs must be reviewed, evaluated, and approved by a human decision-maker before implementation.
AI Verified source (Jan 2026)

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Town of Standish
Municipal government of Standish, Maine.

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votes For and says:

All AI-assisted outputs must be reviewed by a qualified Town employee before official use.
AI Verified source (2026)

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Indiana University School of Education
School of education at Indiana University that published a human-centered generative AI framework in 2026.

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votes For and says:

At the IU School of Education, AI is embraced as an augmentative tool—a collaborator that supports, but never replaces critical human thought, pedagogical expertise, and scholarly originality.
AI Verified source (2026)

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Commonwealth of Massachusetts
State government of Massachusetts.

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votes For and says:

AI enhances human work without replacing human judgement. State employees remain accountable for their decisions supported by AI. They must review and validate AI outputs, and AI systems are designed to remain under human control.
AI Verified source (2026)

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Weld County Government
County government serving Weld County, Colorado.

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votes For and says:

AI may be used as a tool to assist with certain government operations, but all final decisions affecting residents remain subject to human oversight and review. If AI is used in a decision that affects a resident, Weld County will provide notice, exp...
more AI Verified source (2026)

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City of Santa Cruz
Municipal government of Santa Cruz, California.

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votes For and says:

Any approved use of AI is designed to support, not replace, human oversight and decision making. The City does not use AI to make final decisions that affect individual rights or access to services without appropriate human review.
AI Verified source (2026)

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Benton County
County government of Benton County, Arkansas.

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votes For and says:

Any use of artificial intelligence or automated decision tool requires an authorized human employee or designee to make any final decisions in the course of his or her employment, regardless of what artificial intelligence or automated decision tool ...
more AI Verified source (Jan 2026)

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Kentucky Personnel Cabinet
Kentucky executive-branch agency that administers statewide personnel policy and employee guidance, including AI use rules.

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votes For and says:

Responses generated from generative AI shall not be: (a) used verbatim; (b) be assumed to be credible or accurate, (c) be treated as the sole source of reference, (d) be used to issue official statements (e.g., policy, legislation, or regulation), (e...
more AI Verified source (Jan 2026)

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City of Andover
Municipal government of Andover, Kansas; adopted personnel policies covering responsible AI use and human oversight.

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votes For and says:

AI does not replace human, but may augment, decision-making in critical areas such as legal, emergency, and public safety matters.
AI Verified source (Jan 2026)

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Santa Cruz County

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Final decisions, recommendations, and communications get human sign-off.
AI Verified source (2026)

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Utah Judicial Council

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votes For and says:

AI Tools Should Support — Not Replace — Human Judgment. Mediators may use AI-generated content to assist, not replace, their own professional judgment, training, and experience.
AI Verified source (Jan 2026)

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Connecticut Commission for Educational Technology
Connecticut state commission advising on technology policy and innovation in education.

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votes For and says:

AI tools should strengthen and scale, rather than replace, educator expertise. Instructional and administrative decisions affecting students must retain meaningful human oversight.
AI Verified source (2026)

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Fair Political Practices Commission
California state agency that administers and enforces campaign finance, lobbying, and political ethics laws.

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votes For and says:

Human In The Loop (HITL): To maintain accountability and accuracy, a human will always be involved in the review process before the publication or distribution of AI generated content. This ensures that our GenAI outputs align with the FPPC’s values ...
more AI Verified source (2026)

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Greg Casar
U.S. Representative from Texas; Chair of the Congressional Progressive Caucus

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votes For and says:

This is a flashing red siren for anyone who cares about keeping America safe and free. The Trump administration wants to use A.I. to spy on Americans without a warrant and to give A.I. power to make life and death decisions without humans involved. T...
more AI Verified source (2026)

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Dan Schiappa
President of Technology and Services, Arctic Wolf; cybersecurity industry veteran

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votes For and says:

AI is great at very directed tasks, it's not quite great at broad deterministic reasoning yet. It can make a recommendation but it's not sure enough to take action. That's where humans come in.
AI Verified source (2026)

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Sam Altman
CEO at OpenAI

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votes For and says:

We have long believed that AI should not be used for mass surveillance or autonomous lethal weapons, and that humans should remain in the loop for high-stakes automated decisions.
AI Verified source (2026)

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Virginia Dignum
Professor of Responsible Artificial Intelligence at Umeå University; AI ethics expert

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votes For and says:

The central risk is not that machines will outthink us, but that humans will abdicate responsibility. By framing AI as an autonomous decision-maker, especially in high-stakes domains, we risk normalizing the idea that accountability can be delegated ...
more AI Verified source (2026)

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Kirsten Gillibrand
U.S. Senator from New York; member of the Senate Armed Services and Intelligence Committees

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votes For and says:

Secretary Hegseth's attack on AI safety procedures contradicts common sense and undermines our national security. [...] Removing guardrails doesn't produce efficiency; it guarantees a future of catastrophic harm. We must have clear AI safety procedur...
more AI Verified source (2026)

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Max Tegmark
Physicist, AI Researcher

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votes For and says:

All AI systems should be under meaningful human control. This is especially true for those that could be used in the taking of human lives. Moreover, current AI systems are inherently unpredictable and fundamentally brittle, unsuited for very high st...
more AI Verified source (2026) 1 of 2

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Eoin Hinchy
CEO and co-founder of Tines, workflow automation platform

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votes For and says:

The next wave of AI innovation will be defined by agents that act before they’re asked, but the real differentiator will be how effectively humans stay in the loop. These systems won’t wait for prompts; they’ll monitor markets, compliance landscapes,...
more AI Verified source (Dec 15, 2025)

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Steve Englander
United States Lab writer

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votes For and says:

AI produces alerts, humans render judgments. Every automated flag routes to a designated human reviewer with duty to explain accept/override outcomes to the public record. [...] Emergency Powers Invocation: Time‑boxed authority with automatic decay;...
more AI Verified source (Aug 22, 2025)

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McDermott Will & Schulte
Global law firm

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AI is a tool, not the decision-maker. [...] it should never be relied on to make final hiring or employment decisions.
AI Verified source (Aug 12, 2025)

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Jason Perillo
Recruiting firm founder

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votes For and says:

Building relationships with candidates is one of the most vital and least automatable parts of hiring. No chatbot can replicate the empathy, intuition, or trust that comes from a genuine human conversation. Candidates want to feel heard and understoo...
more AI Verified source (Jul 11, 2025)

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Serena H. Huang
AI executive and keynote speaker

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votes For and says:

AI should enhance human decision-making rather than replace it. [...] AI should never make final hiring decisions without human oversight. [...] AI should not create barriers that disadvantage candidates without access to advanced preparation tools.
AI Verified source (May 28, 2025)

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Jerry McNerney
California state senator

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votes For and says:

Businesses are increasingly using AI to boost efficiency and productivity in the workplace. But there are currently no safeguards to prevent machines from unjustly or illegally impacting workers’ livelihoods and working conditions,[...] SB 7 does not...
more AI Verified source (Mar 6, 2025)

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Craig Hunter
Service Development Director, Innovation

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AI is a powerful tool [...] hiring. It should never make the final decision—only provide the insights to make a better one.
AI Verified source (Feb 26, 2025)

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Marc Benioff
CEO and co-founder of Salesforce

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Every company can be an agentic enterprise but we have to keep the human in the loop.
AI Verified source (2025)

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Sushil Baveja
CHRO, Jindal Stainless

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votes For and says:

AI should augment human decision-making—not replace it. Hiring decisions directly impact people’s lives, careers and aspirations. Because of that, they cannot be treated as purely transactional or automated outcomes. While AI can improve efficiency,...
more AI Verified source (2025)

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Brad Smith
Microsoft vice chair and president

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votes For and says:

We have to ensure that A.I. remains subject to human control. Whether it’s a government, the military, or any kind of organization, that is thinking about using A.I. to automate, say, critical infrastructure, we need to ensure that we have humans in ...
more AI Verified source (Aug 29, 2023)

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Ash Kalra
California assemblymember from San Jose

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votes For and says:

An employer or vendor acting on behalf of an employer shall not solely rely on output from an ADS to make a hiring, promotion, termination, or disciplinary decision.
AI Verified source (Apr 18, 2022)

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Data and Algorithms at Work: The Case for Worker Technology Rights
UC Berkeley Labor Center report

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votes For and says:

Algorithms should not be used as a substitute for human decision making. The growing complexity of algorithmic systems means that even their developers may not understand how they arrive at conclusions—let alone the employers deploying these systems....
more AI Verified source (Nov 2021)

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Michelle Mello
Professor of Law and Health Policy, Stanford University; health systems researcher

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votes For and says:

A major worry is that wrongful denials may be occurring as a result of a lack of meaningful human review of recommendations made by AI.
Unverifiable source (2026)

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Ola Mahmoud
Head of Liquid Alternatives, Vontobel Asset Management; CFA Charterholder

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votes For and says:

More sophisticated AI requires more human oversight, not less.
Unverifiable source (2026)

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Carl Benedikt Frey
Associate Professor of AI & Work at the Oxford Internet Institute; Director of the Future of Work Program at the Oxford Martin School; author of The Technology Trap and How Progress Ends

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votes For and says:

For the last-invention story to hold, people would have to become unnecessary even as partners or supervisors to AIs. [...] We would need a world where practical know-how is fully transferable through digital channels and where responsibility can be ...
more Unverifiable source (2026)

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Josephine Teo
Singapore's Minister for Digital Development and Information; launched the world's first agentic AI governance framework

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votes For and says:

Our new Model Governance Framework for Agentic AI will help organisations manage systems that can act with greater independence, whilst ensuring human oversight. We are the first government worldwide to introduce such guidelines. [...] For high-risk,...
more Unverifiable source (2026)

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Patricia Leppert
Team Manager for Customer Trust and Security at TeamViewer.

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votes For and says:

Human oversight remains essential. AI can process information quickly, but it does not understand every business context, regulatory requirement or reputational consequence. People still need to challenge outputs and take responsibility for decisions...
more Unverifiable source (Jul 16, 2026)

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Tiago Azevedo
Chief Information Officer at OutSystems, writing on governance of agentic AI systems.

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votes For and says:

Forward thinking businesses are investing time and effort into new compliance processes and building better safeguards to ensure AI outputs can be trusted. One such method is the use of human-in-the-loop models for key decisions.
Unverifiable source (Jul 16, 2026)

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IBM
Technology company; policy division page

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votes For and says:

In systems that will inform credit decisions, clinical recommendations or public benefits eligibility, it is not. And the answer is not only adding a human to the process. It is ensuring that a human has the domain expertise and the means to interrog...
more Disputed source (Jun 17, 2026)

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Google DeepMind
AI research company.

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Crucially, the planning officer remains in full control as the final decision-maker.
Disputed source (Jun 16, 2026)

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Basudeb Pal
Founder of enTrustAI and magicWorkshop, working on enterprise AI governance and evaluation.

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votes For and says:

AI adoption has dramatically outpaced AI accountability, and enterprises now need more than dashboards and monitoring tools. They need a trust layer that continuously evaluates AI behavior, incorporates human judgment, and provides measurable confide...
more Unverifiable source (May 23, 2026)

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Tania Muley
Microsoft Foundry writer on human-in-the-loop patterns for agent-based systems.

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votes For and says:

Fully automated pipelines can be efficient, but in enterprise environments, they can also introduce risks related to accuracy, compliance, and user trust. This is where Human-in-the-Loop (HITL) emerges — not as a fallback — but as a first-class archi...
more Unverifiable source (May 21, 2026)

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Five Eyes intelligence agencies
Security-agency partnership of Australia, Canada, New Zealand, the United Kingdom, and the United States.

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votes For and says:

An erroneous or unexpected decision from an agent could result in significant damage, such as deletion of important data. Incorporating human supervision, approval and review into agentic AI workflows is an important control for ensuring systems oper...
more Unverifiable source (May 1, 2026)

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Peter Haigh
Deputy Chief Technology Officer at the UK National Cyber Security Centre.

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Ensuring AI operates within the law, within organisational policy and with appropriate human oversight.
Unverifiable source (Apr 23, 2026)

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Home Office
UK government department.

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AI-assisted outputs MUST be reviewed and approved by a human before reaching production.
Unverifiable source (Mar 20, 2026)

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HM Revenue & Customs
United Kingdom government department responsible for tax collection and customs administration.

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votes For and says:

Generative AI-enhanced software that helps customers with their tax should be designed with strong human oversight and control built in at appropriate stages.
Unverifiable source (Jan 28, 2026)

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Pope Leo XIV
Head of the Catholic Church

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votes For and says:

We must also keep a watchful eye on the development and application of artificial intelligence in both military and civilian contexts, to ensure that they do not absolve humans of responsibility for their choices and do not exacerbate the tragedy of ...
more Unverifiable source (May 14, 2026) 1 of 3

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Arvind Narayanan
Princeton computer science professor

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votes For and says:

For automation, reliability is a hard prerequisite for deployment: an agent that succeeds on 90% of tasks but fails unpredictably on the remaining 10% may be a useful assistant yet an unacceptable autonomous system.
Disputed source (2026)

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Blaise Agüera y Arcas
VP and Fellow at Google Research; AI researcher and author

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votes For and says:

No single concentration of intelligence, human or artificial, should regulate itself. Power must check power, and in a world of artificial agents, this means building conflict and oversight into the institutional architecture. [...] Humans remain in ...
more Disputed source (2026)

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Mustafa Suleyman
Microsoft AI CEO; author

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votes For and says:

For AI to deliver its promised benefits, it must be designed in the humanist tradition, with people remaining unequivocally in control, and with human dignity always coming first. We are not building an ill-defined and ethereal superintelligence; we ...
more Disputed source (2025)

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Demis Hassabis
Nobel laureate, AI Researcher and CEO of DeepMind

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votes For and says:

The risk from the technology itself, as it becomes more autonomous, more agent-based, is what's going to happen over the next few years. We have to make sure we keep control of the systems, that they're aligned with our values, that they're doing wha...
more Disputed source (2025)

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Thierry Breton
EU internal market commissioner

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votes For and says:

We are regulating as little as possible and as much as needed, with proportionate measures for AI models.
Unverifiable source (Mar 13, 2024)

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Abstain (0)

Against (9)

Sarah Breeden
Bank of England deputy governor

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votes Against and says:

Our frameworks were not built to contemplate autonomous agents, and relying on a human in the loop for all agent actions is unlikely to be realistic. More sophisticated governance and accountability frameworks may be needed.
AI Verified source (Jul 2, 2026)

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Eric Brandwine
Distinguished Engineer and Vice President at Amazon Security.

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votes Against and says:

We’re not huge fans of human-in-the-loop. It’s something that you should use judiciously, where you absolutely need it. But it’s not something that you can do at high velocity. You will not get the results that you want to get.
AI Verified source (Jun 20, 2026)

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Google
Search and advertising company

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votes Against and says:

Policymakers should avoid blanket oversight mandates; instead, recognize that user intervention should scale with the potential impact of the agent’s actions.
AI Verified source (May 2026)

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Francis deSouza
Chief Operating Officer of Google Cloud.

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votes Against and says:

It is very clear that we have moved from a human-led defense strategy, to a human-in-the-loop defense strategy, to an AI-led defense strategy that’s overseen by humans. Our model for the future is an agentic fleet that does a lot of the routine cyber...
more AI Verified source (Apr 23, 2026)

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Jay DePaul
Chief Cyber Security and Technology Risk Officer at Dun & Bradstreet.

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votes Against and says:

“Human-at-the-helm” reframes oversight for this new reality: people set intent, define guardrails, observe performance, and remain accountable for outcomes without micromanaging every step.
AI Verified source (Apr 16, 2026)

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Vinod Khosla
Venture capitalist; Khosla Ventures founder

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votes Against and says:

Personal view: I admire @AnthropicAI sticking by their principles but disagree with the principle itself. Putin won't fight fair so we should have autonomous AI weapons for sure.
AI Verified source (2026)

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Devin M. Mann
Senior Director for Informatics Innovation at NYU Langone's Center for Healthcare Innovation and Delivery Science

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votes Against and says:

We already have an AI assistant we built for our home blood pressure monitoring program — that right now still has a human in loop for doing the titrations of the meds. Five years from now, we're not going to have a human doing those titrations.
AI Verified source (2026)

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Stephen Roberts
Oxford professor and co-founder of Mind Foundry

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votes Against and says:

The phrase 'human in the loop' creates the often-illusory impression that humans have ultimate control over the AI system. The AI makes a decision or prediction, and then the human uses this to inform their own decision, with interaction being superf...
more Disputed source (2024)

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Orly Lobel
Law professor

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votes Against and says:

In 2023, the United States saw countless proposals to ban AI technologies, [...] hiring, [...] law soon must embrace AI; [...] prohibit human intervention [...]
Disputed source

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More h/ai-regulation votes

Ban AI companion chatbots for minors under 18

AI companies should be liable for harms caused by their deployed models

Require all advanced AI chips to be registered and traceable to their physical location

AI agents should be granted legal personhood as non-human corporations

Ban autonomous lethal weapons

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