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This Article empirically investigates the connection between harmful narratives on social media and violent acts perpetrated against persons protected under international humanitarian law (IHL) during armed conflict, and then examines the legal implications of such a relationship. First, examining comprehensive datasets from two inter-state armed conflicts (Russia-Ukraine and Armenia-Azerbaijan) as case studies, this Article documents patterns in Telegram data indicating that more violent acts are preceded by increases in harmful narratives than decreases in such content. This suggests that harmful narratives on social media platforms may plausibly contribute to the incidence of real-world violence committed against protected persons during armed conflict. Assuming such a relationship exists, this Article then identifies the legal implications under three relevant bodies of law, arguing that creators and disseminators of such narratives may be in violation of international or domestic law because such content can foreseeably lead to violence. The Article concludes with several policy recommendations for stakeholders, including belligerents, regulating states, social media companies, and humanitarian actors, mapping out a series of actionable steps that could reduce harm against protected persons in conflict settings. Scholars and policymakers must do more to minimize the potential for harm that social media content presents in armed conflict settings.

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Bipartisanship in Washington right now seems about as popular as a Cal sweater on Stanford campus. Yet on Monday, Oct. 19, former Senator and Ambassador Jeff Flake, who lost his job and nearly his life for reaching across the aisle, argued that foreign policy continues to be a vehicle for cross-party cooperation in Congress.

Flake began his day at the Freeman Spogli Institute for International Studies with students over lunch, encouraging more young Americans to take the Foreign Service Exam and enter careers in public service.

At the Freeman Spogli Institute for International Studies’ annual S. T. Lee Lecture, the Arizonan said he saw bipartisanship in action as US ambassador to Türkiye (formerly known as Turkey) under the Biden administration—not least because he himself is a Republican. “Politics stops at the water’s edge,” Flake said of his appointment by a Democrat, quoting post-war senator Arthur Vandenburg’s famous aphorism on foreign policy and partisanship.

Origins of a Bipartisan

Growing up with 69 first cousins in a small Arizona town where his dad was the nonpartisan mayor, Flake explained that he arrived in Washington in 2001 in shock at the hyperpartisanship of Congress. “There are people in Washington on both sides of the aisle trying to do good, but the incentives are terrible,” he lamented.

In 2014, Flake and New Mexico Democrat Martin Heinrich attempted to prove that Republicans and Democrats could work together in perhaps one of the more unique episodes in legislative history. The pair, with the help of the Discovery Channel, filmed a Survivor-style reality TV show on a deserted island in the Marshall Islands, learning to survive with nothing but each other and a machete. 

June 2017 brought home that hyperpartisanship is no game: along with other congressional Republicans, Flake was practicing for the annual Congressional Baseball Game when a gunman opened fire, critically injuring two. Just months later, Flake announced he would not seek reelection to the Senate, saying he was out of step with the direction of the Republican party under Donald Trump.

The Diplomat

Türkiye was no small post. Normally occupied by a career diplomat, the Biden administration entrusted the ambassadorship in Ankara to Flake during what would prove to be a contentious time in Turkish-American relations.

For years, Turkish president Recep Tayyip Erdoğan had steered Türkiye further away from democracy, jailing opposition leaders and vilifying unfriendly media. Flake, who prided himself on speaking his conscience during his political career, suddenly had to walk the line between trying to improve the situation and getting expelled from the country. 

“You never want to be condoning human rights abuses or democratic backsliding,” he told the audience. “That doesn’t mean you lecture at every opportunity,” he added.

To balance out his criticisms of the regime’s actions, Flake noted that he tried to find common ground and give credit where credit is due. For example, he explained, Türkiye is home to more refugees than any other country, and Flake found it important to praise that humanitarianism both in public and directly to Turkish leadership. “In truth, it’s a difficult thing for them to do, politically,” he said. “I tried at every avenue I could to compliment them there.”

There are people in Washington on both sides of the aisle trying to do good, but the incentives are terrible.
Jeff Flake
fmr. Congressman, Senator, and Ambassador

The War

Six weeks after he arrived at the U.S. embassy in Ankara, Russia invaded Ukraine, and Flake spent much of the next year trying to build a bridge between NATO and its most Russia-friendly member.

The ambassador spent week one persuading the Turkish government to close the key Bosphorus Strait to Russian military ships, and they eventually did. Flake maintains that Türkiye’s ultimate decision was not just due to international pressure. “They did it because [NATO] was important to them,” Flake said of the Turkish government.

And when Erdoğan came under fire among NATO members for blocking Sweden’s accession into the alliance, Flake positioned himself at the front lines of negotiating with Türkiye to lift its veto.

To do this, Flake tried to understand the veto’s roots in Türkiye’s resentment of Sweden’s position on the PKK, a U.S.-designated terrorist organization which promotes Kurdish nationalism in Türkiye. “[The veto] wasn’t just something Erdoğan was trying to use for leverage,” Flake explained.

When he went to Washington to negotiate the sale of F-16s to Ankara as part of the deal to lift the veto, Flake described finding that the issue cut across party lines, reassured that not all matters were constrained by partisanship.

Jeff Flake, former senator and ambassador to Turkiye, engages with students students during a lunchtime discussion
During his visit to FSI, Jeff Flake had lunch with students, answering questions about his career and pathways to careers of service. | Melissa Morgan

A Hint of Bipartisanship in the 119th Congress

Having ushered Sweden into NATO (earning a knighthood from the Swedish king along the way), Flake left Türkiye at the end of the Biden administration as the Trump team assumed a more alliance-skeptic international outlook.

When Kathryn Stoner, the Mosbacher Director of the Center on Democracy, Development and the Rule of Law at FSI and professor in the Political Science department moderating the discussion, asked Flake about the prospects of bipartisanship after the November midterms, he responded optimistically. He pointed out that the Lindsey O. Graham Sanctioning Russia and Iran Act of 2026 passed both the House and Senate with large majorities, revealing members’ continued belief in promoting American principles abroad. “That’s where they are, that’s where they want to be,” Flake said. 

“We’ve been through bouts like this before,” he said of President Trump’s change in foreign policy, expressing optimism about a future return to transatlanticism. “If his policies were more popular, his influence would be stronger.”

Flake also described a “longing for U.S. leadership” in Europe, but he added that the U.S. is an unreliable partner. “Our allies have found themselves turned upside down,” Flake exclaimed.

To reassure allies of America’s support, Flake called on his former colleagues in elected office to continue speaking their minds on foreign policy issues. “Heads of state listen,” he said.

Towards the end of the talk, a community member asked what role Secretary of State Marco Rubio could realistically play in shaping U.S. foreign policy. 

Flake’s reply: the example of Mike Pence taught him the necessity of having reasonable, level-headed members in Trump’s inner circle, and Flake is convinced Rubio is working effectively behind the scenes. “I don’t fault those who feel they can influence a president,” Flake said. “I’m glad he’s there.”

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From Budapest to Brasília: What Brings Democracies Back

In a recent session of Stanford Continuing Studies’ "Reimagining Democracy" series, Anna Grzymala-Busse and Alberto Díaz-Cayeros compared Europe and Latin America and reached a shared conclusion: democracy can recover from illiberal rule, but only where it delivers for citizens and voters keep showing up.
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“Nothing Changed” on the Front Line: A View of Ukraine’s Fifth Year of War

Alexandra Vacroux and Yevhenii Malik of the Kyiv School of Economics said Russia’s strikes on Kyiv are escalating while cheap drones and robots hold the front line in place, a shift in warfare that Ukraine’s rivals are studying closely.
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Authoritarianism and Higher Education in Turkey

CDDRL Research-in-Brief [4-minute read]
Authoritarianism and Higher Education in Turkey
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Fmr Congressman and Ambassador Jeff Flake sits on stage with Professor Kathryn Stoner.
Former Congressman and Ambassador Jeff Flake sits on stage with Professor Kathryn Stoner as part of the S. T. Lee annual lecture series. | Melissa Morgan
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During his visit to the Freeman Spogli Institute, former Senator and Ambassador to Türkiye Jeff Flake reflected on domestic political divisions and issues where parties can come together.

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  • At FSI’s annual S. T. Lee Lecture on Oct. 19, Flake joined moderator Kathryn Stoner, Mosbacher Director of the Center on Democracy, Development and the Rule of Law, to discuss his career and appointment in Ankara during a contentious period in Turkish-American relations.
  • He described balancing criticism of Erdoğan’s democratic backsliding with praise for Türkiye’s refugee efforts, and recounted persuading Türkiye to close the Bosphorus Strait to Russian warships and lift its veto of Sweden’s NATO membership.
  • Flake urged policymakers to keep speaking out on foreign policy and reassure allies that the U.S. can be a reliable partner.
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In Ukraine, inexpensive drones, software updated overnight, and weapons built in weeks instead of years have reshaped the front lines. In the Middle East, waves of missile and drone fire involving Iran, its regional neighbors, and the United States have tested air defenses and the economics of intercepting cheap threats. Both conflicts demonstrate that the advantage goes to those who can build, adapt, and field new technology fastest. Keeping pace takes more than new weapons. It takes a generation of technologists, founders, and public servants who understand the problem. On October 7, Stanford DEFCON set out to build that understanding, bringing together military officials, technology funders, and private industry leaders into one room on campus.

The day featured keynotes from former Taiwan President Tsai Ing-wen; Gen. Dan Caine, chairman of the joint chiefs of staff; and Owen West, director of the Defense Innovation Unit. Panels addressed the issues shaping modern conflict, from producing unmanned systems at scale to lessons shared by speakers who had traveled from Ukraine to describe building weapons under fire. Together with an advanced technology career fair the day before, which connected more than 400 students with 40 companies, the two days drew about 1,200 people.

The conference was sponsored by the Gordian Knot Center for National Security Innovation at the Freeman Spogli Institute for International Studies, but students ran it. Over several years, center director Joe Felter has built a network that links veterans, engineers, policy decisionmakers, and aspiring founders across Stanford’s schools. Members of that network raised funding from 22 sponsors, recruited speakers from the Pentagon to Taipei, and hosted more than a thousand guests, all while carrying their course loads.

We spoke with three of the event’s co-presidents, all second-year MBA students at the Stanford Graduate School of Business. They talked about how they pulled it off, their favorite moments, and their advice for students who want to work on the nation’s hardest security problems.

What means the most to me is the community’s willingness to take students seriously, to give us meaningful responsibility and the support to do something with it.
Gordon Kim, MBA '27
Event co-president

 

Meet the Event Co-Presidents

Ryan Casey, MBA '27, served for eight years as an infantry officer in the U.S. Marine Corps before coming to Stanford. 

Gordon Kim, MBA '27, is founder of Praetar Systems. Before Stanford, he served for ten years in the U.S. Army as an infantry and Special Forces officer.

Luke Zerrer, MBA '27, spent six years in the U.S. Army, most of it in Special Forces, and then worked as an engineer at the Johns Hopkins Applied Physics Laboratory on autonomous systems for air and missile defense.

 


What was your role in organizing the conference?

Ryan Casey: I was one of DEFCON’s co-presidents, and with the rest of the planning team I led our work recruiting panelists and participating companies. I also moderated two panels: “Effectiveness Under Fire: Command and Control, Communications, Maneuver, and Power for Contested Logistics in the Pacific,” and “Beyond the Valley: How the Government and Private Capital Are Underwriting National Security.”

Gordon Kim: I was the lead planner and one of DEFCON’s co-presidents. I was responsible for driving the conference’s vision and managing the full DEFCON team. I brought President Tsai Ing-wen to Stanford and moderated our fireside chat with her. I also moderated a discussion on Taiwan’s democracy, emerging technology, and the U.S.–Taiwan partnership with Director-General David C.H. Wu, Admiral Lee Hsi-ming, and Jeremy Chih-Cheng Chang.

Having lived and worked in Taiwan, I wanted students to hear directly from leaders who have shaped its future. Taiwan sits at the intersection of democracy, global trade, and critical technology. Understanding its importance is essential to understanding our own national security.

Luke Zerrer: I was one of this year’s co-presidents. I led sponsorship, working with the 22 companies and firms that funded the conference, and I helped with general logistics. On the day itself, I moderated two panels. “Mass, Autonomy, and Attrition” covered building and buying unmanned systems at scale, and “What Ukraine Taught Us” covered building weapons in weeks instead of years.

What were the highlights of the conference for you?

Kim: Moderating the fireside chat with President Tsai was a defining moment for me. We discussed how she helped shape Taiwan’s place in the world despite the constraints it faces. Her observation that sovereignty is a mindset and a value stayed with me. It captured the determination of people who insist on shaping their own future, and the resilience I came to admire while living in Taiwan.

I was also proud of what we accomplished as a student team. DEFCON drew more than 850 registered guests, and the advanced technology career fair the day before brought together more than 400 students and 40 companies.

Zerrer: The Ukraine panel is the one I will remember. Speakers traveled from a country at war to sit in a room at Stanford and tell students, founders, and investors what they have learned about building and fielding weapons under pressure. It is hard to get closer to the problem than that.

The other highlight was watching the whole day come together. We had three keynotes, from former President Tsai Ing-wen of Taiwan, Gen. Dan Caine, and Owen West, plus a full day of panels. Students organized all of it while carrying a full course load.

Casey: For me, the highlight was seeing students from across the Stanford community come out, eager to learn and to be part of serving our nation. Most of these students have no prior military service. They still want to serve their country outside the uniform, in industry or government, and that is truly inspiring.

General Dan Caine, chairman of the joint chiefs of staff, is interviewed on stage by Collen Larson, MBA/MSCS '27
General Dan Caine, chairman of the joint chiefs of staff, is interviewed on stage by Collen Larson, MBA/MSCS '27 | Rod Searcey

What has being part of the Gordian Knot community meant to you?

Zerrer: The Gordian Knot community is where my military and engineering background meets what I am learning at Stanford. It puts people from the military, engineering, policy, and investing in the same room, and it trusts students with real responsibility. Joe and the team let a group of students run a conference of this size, and that has been one of the best parts of my time here.

Casey: Being part of the DEFCON planning team, with the support of the Gordian Knot Center, has been the highlight of my time at Stanford so far. Under the leadership of Dr. Joe Felter and Jack Faherty, the center was instrumental in helping us plan and execute an operation as complicated as DEFCON. Their insight on national security and technology helped us build a day of discussion with leaders from across the national security community.

Kim: Gordian Knot has given me a place to carry my commitment to public service into a new chapter. After ten years in the Army, I came to Stanford interested in how entrepreneurship and technology could help address the national security challenges I had seen firsthand. This community has helped me turn that interest into action.

Through DEFCON and my work building Praetar Systems, I’ve connected with people who bring different skills but share a sense of responsibility for the future. What means the most to me is the community’s willingness to take students seriously, to give us meaningful responsibility and the support to do something with it. That trust changes what you believe you can accomplish while you’re still in school.

What advice do you have for students interested in the advanced technology sector and the Gordian Knot community?

Casey: I would ask them: Do you want to make a difference for our country, and do you want to work on the hardest problems facing it? Serving your country does not only mean signing up for military service. Solving the toughest problems our nation faces is admirable, whether you’re working for a company in the defense industrial base or as a federal civilian in national security. Both are honorable. We need young, motivated, mission-driven Americans serving at all levels.

Kim: Start with a problem you care about, and get close to the people who experience it. Understand what they need, where existing approaches fall short, and how your skills could help. There is room in this sector for engineers, entrepreneurs, policy thinkers, and people who can connect those disciplines.

Then show up and take responsibility. Attend a Gordian Knot event, join a project, volunteer to help organize something, and follow through. Anyone can contribute. DEFCON showed what students can accomplish when they take an ambitious idea seriously and commit to doing the work.

Zerrer: Show up and ask for real work. You do not need a military or technical background to contribute. DEFCON is run by students from across the university, and we learned most of what we did on the job: raising sponsorship, recruiting speakers, and hosting hundreds of people for a day.

I would also spend time with the people who use and build the technology. The fastest way I know to understand this sector is to listen to operators and founders describe the problems they are stuck on.

This article was supported by research using Anthropic Claude. All outputs were reviewed by humans and the final expression was produced by the authors.

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A cross-campus network of students affiliated with FSI's Gordian Knot Center for National Security Innovation joined forces to plan "StanfordDEFCON." | Rod Searcey
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Backed by the Gordian Knot Center for National Security Innovation at the Freeman Spogli Institute, an interdisciplinary student team convened leaders across the military, software and hardware engineering, policymaking, and capital investment for the event, commonly referred to as "StanfordDEFCON."

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  • Stanford DEFCON drew about 1,200 people, including career fair attendees, with keynotes by former Taiwan President Tsai Ing-wen and General Dan Caine.
  • The student team leading the event secured 22 sponsors, recruited speakers, and moderated panels on Taiwan, Ukraine, and unmanned systems.
  • The network of student leaders was built over several years by Joe Felter, director of the Gordian Knot Center, and unites veterans and students across many academic disciplines across Stanford.
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About the event: Emerging technologies developed since the end of the Cold War—and their proliferation to new actors—call into question the prospects for strategic stability in the twenty-first century. Strategic stability exists when rivals are mutually deterred and lack any rational incentive to escalate to nuclear use during conflict. Yet emerging technologies—with their new knowledge and tools with the potential for enhancing military capabilities—are impacting stability in such ways that the assumptions of rationality and deterrence no longer hold. First, these emerging technologies may be able to achieve effects once reserved to nuclear weapons, creating incentives for preemption. Second, these technologies are proliferating horizontally across more states, complicating mutual deterrence. Third, such technologies affect the psychology of decision-makers during crises, undermining rationality. Just as these phenomena may undermine stability, however, adversaries may yet be able to use the very same technologies to restore the strategic balance, although how is not yet fully apparent. In this panel, Herb Lin, Rose McDermott, Jackie Schneider and Harold Trinkunas will discuss their recent contributions to a special issue of the Texas National Security Review on the subject of emerging technologies and strategic stability.

William J. Perry Conference Room

CISAC
Stanford University
Encina Hall, E205
Stanford, CA 94305-6165

(650) 725-8035
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Harold Trinkunas is the Deputy Director and a Senior Research Scholar at the Center for International Security and Cooperation at the Freeman Spogli Institute for International Studies at Stanford University. Prior to arriving at Stanford, Dr. Trinkunas served as the Charles W. Robinson Chair and senior fellow and director of the Latin America Initiative in the Foreign Policy program at the Brookings Institution. His research focuses on issues related to foreign policy, governance, and security, particularly in Latin America. Trinkunas has written on emerging powers and the international order, ungoverned spaces, terrorism financing, borders, and information operations. 

Trinkunas has co-authored Militants, Criminals and Warlords: The Challenge of Local Governance in an Age of Disorder (Brookings Institution Press, 2017), Aspirational Power: Brazil’s Long Road to Global Influence (Brookings Institution Press, 2016) and authored Crafting Civilian Control of the Military in Venezuela (University of North Carolina Press, 2005). He co-edited and contributed to Oxford Handbook of Peaceful Change in International Relations (Oxford University Press, 2021), Three Tweets to Midnight: The Effect of the Global Information Ecosystem on the Risk of Nuclear Conflict  (Hoover Institution Press, 2020), American Crossings: Border Politics in the Western Hemisphere (Johns Hopkins University Press, 2015), Ungoverned Spaces: Alternatives to State Authority in an Era of Softened Sovereignty (Stanford University Press, 2010), Global Politics of Defense Reform (Palgrave MacMillan, 2008), and Terrorism Financing and State Responses (Stanford University Press, 2007).

Dr. Trinkunas also previously served as an associate professor and chair of the Department of National Security Affairs at the Naval Postgraduate School in Monterey, California. He received his doctorate in political science from Stanford University in 1999. He was born in Maracaibo, Venezuela. 

 

Deputy Director, Center for International Security and Cooperation
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Harold Trinkunas

CISAC
Stanford University
Encina Hall, C236
Stanford, CA 94305-6165

650-497-8600
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Senior Research Scholar at the Center for International Security and Cooperation
Hank J. Holland Fellow in Cyber Policy and Security, Hoover Institution
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Dr. Herb Lin is senior research scholar at the Center for International Security and Cooperation and Research Fellow at the Hoover Institution, both at Stanford University.  His research interests relate broadly to the impact of emerging technologies on national security, especially in the digital domain (cyber, artificial intelligence, information warfare and operations), and has written extensively on the role of offensive operations in cyberspace as instruments of national policy.  In addition to his positions at Stanford University, he is Chief Scientist, Emeritus for the Computer Science and Telecommunications Board, National Research Council (NRC) of the National Academies, where he served from 1990 through 2014 as study director of major projects on public policy and information technology.  From 2016 to 2025, he was a member of the Science and Security Board of the Bulletin of Atomic Scientists. In 2016, he served on President Obama’s Commission on Enhancing National Cybersecurity and in  2021 on the Aspen Commission on Information Disorder.  Prior to his NRC service, he was a professional staff member and staff scientist for the House Armed Services Committee (1986-1990), where his portfolio included defense policy and arms control issues. He received his doctorate in physics from MIT.

Avocationally, he is a longtime folk and swing dancer and a lousy magician. Apart from his work on cyberspace and cybersecurity, he is published in cognitive science, science education, biophysics, and arms control and defense policy. He also consults on K-12 math and science education.

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Jacquelyn Schneider

Jacquelyn Schneider is a Hoover Fellow at the Hoover Institution.  Her research focuses on the intersection of technology, national security, and political psychology with a special interest in cybersecurity, unmanned technologies, and Northeast Asia.

Her work has appeared in Security Studies, Journal of Conflict Resolution, Strategic Studies Quarterly, and Journal of Strategic Studies and is featured in Cross Domain Deterrence: Strategy in an Era of Complexity (Oxford University Press, 2019).  Her current manuscript project is The Rise of Unmanned Technologies with Julia Macdonald (upcoming, Oxford University Press). In addition to her scholarly publications, she is a frequent contributor to policy outlets,  including Foreign Affairs, CFR, Cipher Brief, Lawfare, War on the Rocks, Washington Post, Bulletin of the Atomic Scientists, National Interest, H-Diplo, and the Center for a New American Security.  

In 2018, Schneider was included in CyberScoop’s Leet List of influential cyber experts.  She is also the recipient of a Minerva grant on autonomy (with co-PIs Michael Horowitz, Julia Macdonald, and Allen Dafoe) and a University of Denver grant to study public responses to the use of drones (with Macdonald).  She was awarded best graduate paper for the International Security and Arms Control section of the International Studies Association, the Foreign Policy Analysis section of the International Studies Association, and the Southwest Social Science Association. 

She is an active member of the defense policy community with previous positions at the Center for a New American Security and the RAND Corporation. Before beginning her academic career, she spent six years as an Air Force officer in South Korea and Japan and is currently a reservist assigned to US Cyber Command. She has a BA from Columbia University, MA from Arizona State University, and PhD from George Washington University.

Hoover Fellow at the Hoover Institution
Jacquelyn Schneider
Rose McDermott
Panel Discussions
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In this seminar, we will hear from Alice Siu, Associate Director of Stanford's Deliberative Democracy Lab, about their recently completed project: a 2026 "Industry-wide Forum" inviting public input for the future of AI agents through public deliberation.

​Read the paper here: https://fsi.stanford.edu/news/people-shaping-ai-groundbreaking-industry-wide-forum-invites-public-input-future-ai-agents

​In this seminar, Alice will share their method of Deliberative Polling using the AI-assisted Stanford Online Deliberation Platform developed by Stanford's Crowdsourced Democracy Team. "This method involves providing balanced information to participants, facilitated expert Q&A sessions, and small-group discussions."

​She will also share how the project managed to organize and mobilize the large company participants, including Microsoft, Meta, Oracle, PayPal, DoorDash, and Cohere. She will also cover some of the regional results from both the US national and India national projects... and probably so much more. We're looking forward to hosting Alice and learning from this exciting work!

​The seminar is intended for researchers and practitioners in online governance, broadly defined. We welcome guests and curious members of the public. Note that the discussion is moderated.

This event is hosted by Metagov, a nonprofit research-to-infrastructure laboratory advancing community sovereignty, network governance, and statecraft in the age of AI.

Online. Registration required.

Encina Hall, E103
616 Jane Stanford Way
Stanford, CA 94305

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Senior Research Scholar
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Siu received her Ph.D. from the Department of Communication at Stanford University, with a focus in political communication, deliberative democracy, and public opinion, and her B.A. degrees in Economics and Public Policy and M.A. degree in Political Science, also from Stanford.

Siu has advised policymakers and political leaders around the world, at various levels of government, including leaders in China, Brazil, and Argentina. Her research interests in deliberative democracy include what happens inside deliberation, such as examining the effects of socio-economic class in deliberation, the quality of deliberation, and the quality of arguments in deliberation.

Associate Director, Deliberative Democracy Lab
Alice Siu
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Chinese President Xi Jinping's three-day state visit to Washington, D.C., delivered lavish pageantry and a two-month extension of the U.S.-China trade truce but few tangible breakthroughs, according to Mark Lambert, APARC's China policy fellow. He cautioned, however, against scoring the summit as a win or a loss for either side. 

"Having people talk to each other, particularly the leaders of the two strongest economies on planet Earth, is a good thing," said Lambert, a retired U.S. diplomat who served as one of the State Department’s leading China experts, most recently in the role of Deputy Assistant Secretary of State for China and Taiwan and as the Department’s China Coordinator.

Lambert joined APARC Director Kiyoteru Tsutsui on the latest episode of the APARC Briefing video series to assess the outcomes of the Trump-Xi summit and analyze the issues shaping the U.S.-China relationship.



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Both leaders have bigger fish to fry right now than antagonizing one another.
Mark Lambert

A Truce Extended, Big Questions Deferred


Lambert described Xi’s state visit as “the third movement in a five-part concert,” following the two leaders’ October 2025 meeting in Busan, South Korea, on the sidelines of the APEC summit, and Trump’s May 2026 visit to Beijing. These engagements spurred talks about a framework to stabilize the tense U.S.-China relations. Looking ahead, Xi has invited Trump to the APEC summit in Shenzhen in November 2026, and Trump hopes to host Xi at the G20 in Florida in December.

Each leader has domestic reasons to keep bilateral tensions low, Lambert pointed out. In the United States, the midterm elections and soaring gas and grocery prices are front and center. In China, high youth unemployment and demographic pressures loom large, and Xi, facing a Party plenum next month, needs to show he has the American relationship in a good place from a Chinese perspective.

"Both leaders have bigger fish to fry right now than antagonizing one another," Lambert explained, noting that the White House did an effective job of keeping expectations from Xi’s state visit modest. Washington and Beijing agreed to extend their trade truce through January 2027, but announced little else beyond that and a commitment to hold further talks, and provided no specificity on the economic and trade aspects of the U.S.-China bilateral relationship.

“It seems like what came out of last week's summit was: ‘Let's carve out a few areas where we can trade, recognizing that the vast majority of sensitive areas are either too delicate or too complex, not ripe right now to deal with,’” Lambert observed, predicting that the likely trend moving forward is more de-risking by both sides. 

Mark Lambert and Kiyoteru Tsutsui in conversation.

 

Skepticism on AI


The White House announced the U.S. and China have agreed to start a dialogue on AI, with a communications channel to help defuse the technology’s risks. Lambert, however, is doubtful this effort will yield much, noting that a similar commitment emerged from the Biden-Xi 2023 meeting in San Francisco but was never fleshed out.

"I am not convinced that China is all that serious about working on artificial intelligence,” he said. “Every time we've tried to have meetings on AI, they will send diplomats; they will send political-type figures. They don't send real experts on artificial intelligence. And that makes it very difficult to talk about safeguards and protecting ourselves from accidents or other things.”

The American and Chinese summit readouts also describe AI quite differently. While the White House said China had agreed to the term "superintelligence," Lambert emphasized that "not once did the Chinese use the term superintelligence in their readout."

"It's good that they're talking about it," he said, but "I will be very surprised if it leads to real, meaningful discussion about these core issues on artificial intelligence.”

Taiwan, Japan, and U.S. Allies


On Taiwan, according to Lambert, Trump did not give Beijing the language it has long sought: that Washington "opposes," rather than "does not support," Taiwan’s independence. Having put forward the largest arms sales package to Taiwan in U.S. history, the Trump administration has postponed it to avoid jeopardizing the summit with President Xi. With two additional in-person meetings between the two leaders expected this year, Lambert predicts the arms sales deal will be postponed until the new year. 

Asked about Xi's referencing shared U.S.-China history during World War II, when the two nations fought together “against Japanese militarist aggressors,” Lambert replied, "History is history. We don't deny history, but I don't think it's wise to let ourselves become a prisoner of history." He called Japan "the keystone relationship with the United States in the Pacific," arguing the moment was "a missed opportunity for President Trump" to acknowledge the wartime relationship with China while also affirming the alliance with Japan and urging Xi to improve ties with Tokyo. He reiterated long-standing advice to new presidents: talk to allies before going to Beijing.

I haven't seen anything to suggest that China is going to lessen its support of Iran.
Mark Lambert

Iran and China’s leverage


Lambert said that China, "hands down Iran's biggest trading partner," has been reluctant to take on the responsibilities of a global power in international affairs. He pointed to Chinese banks and shipping companies that help Iran circumvent U.S. sanctions. Despite subdued rhetoric from Beijing at the United Nations, "I haven't seen anything to suggest that China is going to lessen its support of Iran." Beijing could help Washington end the unpopular war with Iran, but is unlikely to use that leverage.

Symbolism and what comes next


Lambert called President Trump’s personal welcome of Xi at Joint Base Andrews "really unprecedented" and "overdone," and said Beijing is portraying it as American recognition of China as an equal. Still, he cautioned against writing off the United States as a declining power. “Yes, we make mistakes all the time, and I personally think we're in a pretty difficult time right now. But don't count us out.”

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President Xi Jinping’s state visit to Washington, D.C., and summitry with President Trump served both leaders’ near-term interests but left the challenges of AI threats, the Taiwan flashpoint, and the unpopular Iran war unresolved, says APARC’s China Policy Fellow Mark Lambert, speaking on the latest APARC Briefing episode.

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Trump-Xi State Visit Kept the Bilateral Truce Alive but Left Hard Questions Open
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Please find the conference proceedings here.



About the event: AI-enabled decision systems are moving from labs to operations across military commands, intelligence analysis, crisis management, and clinical settings. The question is no longer if machines will inform high-stakes choices, but how to understand human judgment and accountability as they do, especially as many institutions fielding these systems lack empirical baselines and governance frameworks to manage them.

The Future of Decision-Making Project (FODM), based at Stanford's Center for International Security and Cooperation, is a multi-year international research initiative examining the human dimension of decision-making in these high-stakes domains.

FODM will host a public conference on October 28, 2026, bringing together scholars, practitioners, and operational experts to review the state of the field and future research directions. 
 




Please see the provisional agenda below:

  • 9:00am — Welcome and Framing

  • 9:15am — Keynote Address, Lt. Gen. Jack Shanahan
  • 10:00am — The Illusion of Control and AI-Enabled Decision Support, Paul Larcey
  • 10:35am — Break
  • 10:50am — Panel: AI and the Path to Cognitive Surrender, Brad Boyd, Lt. Gen. Jack Shanahan, Jackie Schneider
  • 11:40am — Military Decision-Making, LTC Indrek Sarap
  • 12:15pm — Lunch
  • 1:00pm — Command by Algorithm? AI-DSS and the Allocation of Battlefield Risk, Andrew Bell
  • 1:35pm — When Uncertainty Expands Authority: How AI Workflows Can Reduce Scrutiny, Eli Talbert
  • 1:50pm — Preventing Free Rein and Nominal Rein: A Disaggregated Civilian Harm Reporting Framework for AI-Assisted Targeting, Daniel Lucuix
  • 2:30pm — Beyond the Loop: AI-Supported Professional Judgement
    Across Sport and Military Settings, Tim Jones
  • 3:00pm — Break & Research Raffle
  • 3:20pm — The Aid Sector at Machine Speed: AI and the Future of Humanitarian Decision-Making, Rachel George
  • 3:50pm — Self-Determined Nudging and Boosting Cognitive Competences to Improve Decision-Making in the Security-Related Sector: 
    Exploratory Sketch Towards a CoBoNu Framework, Anja Dannewitz
  • 4:25pm — Closing Remarks
     

This event is free and open to the public. Prior registration is required.

 All CISAC events are scheduled using the Pacific Time Zone.

No filming or recording without express permission from speaker.

Brad Boyd
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Flyer for the seminar "The Rise and Future of the Korean Semiconductor Memory Industry," featuring headshot of the speaker,  C.S. Park.

The recent Nasdaq debut of a Korean semiconductor memory producer, SK hynix—raising $26.5 billion in the largest-ever listing by a foreign company—has garnered global recognition after temporarily overtaking Samsung Electronics as South Korea’s most valuable chipmaker. Together, the two companies account for more than half of KOSPI’s total market capitalization.

This talk will explore how South Korea built a globally competitive semiconductor memory industry, navigated intense industry competition and consolidation, survived historical boom-and-bust cycles, and emerged as a crucial player in the global artificial intelligence (AI) era. Specifically, the discussion will shed light on how South Korean firms overcame initial technological, financial, and human capital constraints to ultimately transform a historically low-margin commodity memory business into the highly profitable High Bandwidth Memory (HBM) products required for AI. Finally, the presentation will consider the future trajectory of Korea’s memory industry, including Moore’s Law, the growing semiconductor ecosystem, its U.S. footprint, the rise of Chinese memory makers, engineering talent, demand cyclicality, stock volatility, socio-economic impact, and geopolitics as the global AI industry continues to evolve.

Speaker:
C.S. Park is the former Chairman and CEO of Hynix Semiconductor (now SK hynix). In 1983, he joined Hyundai Electronics as a founding member, where he held several positions, including President of U.S. operations, Head of Semiconductor Marketing & Sales, and CEO. He was instrumental in restructuring and transforming Hyundai Electronics into Hynix Semiconductor, a leading memory company. He was also Maxtor’s CEO until its merger with Seagate, where he served as Lead Independent Director. In the past, he served on a number of boards, including DLA Piper, Enphase Energy, Computer Sciences Corp., Ballard Power, Brooks Automation, Smart Modular, STATS ChipPAC, and Silicon Valley Community Foundation. Currently, he serves as a Board Advisor for ScaleFlux, a memory and storage company scaling the AI data pipeline.

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616 Jane Stanford Way, Stanford, CA 94305

C.S. Park, former Chairman and CEO, Hynix Semiconductor (now SK hynix)
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Registration: The Rise and Future of the Korean Semiconductor Memory Industry: Perspectives and Insights from 1983 to 2026 and Beyond. Photo: C.S. Park
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In countries far along in the demographic transition, rapidly aging populations are colliding with a severe shortage of health care and elder care workers. Japan may be the most pertinent case study of this and other impacts of demographic disruption. The country’s fertility rate is decreasing faster than projected, and as of 2025, 30% of its population was aged 65 or older. These trends have contributed to a persistent gap between surging demand for elder care and a shrinking care workforce.

To cope with this crisis, the Japanese government has implemented several programs to promote the use of robots in nursing home care. These care robots (or “kaigo robots”) assist care workers and support residents with daily needs. But how does their adoption affect workflows, staff retention, and overall staffing of long-term care facilities? Few studies have empirically examined these questions.

Shedding light on the debate surrounding new automation technologies and their impact on workers, a recent study, published on August 6 in the inaugural issue of the journal Health Affairs Review, finds that care robots help address challenges posed by population aging and care-labor shortages without necessarily displacing workers or lowering care quality.

The study, titled Robots and Labor in the Service Sector: Evidence from Nursing Homes, is part of a collaborative effort driven by the Asia Health Policy Program (AHPP) at the Walter H. Shorenstein Asia-Pacific Research Center. The study’s co-authors are Stanford health economist Karen Eggleston, the director of AHPP; Toshiaki Iizuka of the University of Tokyo’s Graduate School of Economics, a former AHPP visiting scholar; Yong Suk Lee of the University of Notre Dame’s Keough School of Global Affairs, formerly the SK Center Fellow at Stanford’s Freeman Spogli Institute for International Studies; and Ellie Xi, a rising junior at Stanford studying biomedical computation on the pre-med track and a former research assistant to Dr. Eggleston.

“One of the aspects of the paper that I found most interesting is its attempt to move beyond simply documenting where robots are being adopted and instead ask what their adoption may actually do to the long-term care workforce, especially given the sector’s high turnover rates and physically demanding working conditions,” says Xi.

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Overall, this empirical evidence from Japan suggests that robot adoption can augment the care workforce and improve retention, potentially improving continuity and quality of care while mitigating careworker shortages.
Eggleston, Iizuka, Lee, and Xi

Lessons from Early Diffusion of Robotics in the Long-Term Care Sector


The researchers grouped the robots prevalent in Japanese nursing homes into three main categories:

  • Transfer aids: Wearable and non-wearable devices that assist staff with lifting frail residents from beds to wheelchairs, significantly reducing back strain, a leading cause of caregiver burnout.
  • Mobility robots: Assistive systems that help residents move, use the restroom, or bathe more independently.
  • Monitoring and communication systems: Sensors that alert staff when a resident has slipped out of bed or fallen, as well as social robots designed to offer companionship and cognitive stimulation.


To examine early diffusion of these robots, the researchers used 2017 survey data on long-term care work across approximately 860 Japanese nursing homes. A second source of data is their compilation of prefecture-level care robot subsidy availability, using regional variation in robot subsidies as an instrumental variable. Think of this as a natural experiment driven by a “geographic nudge.” Starting in 2015, Japan’s central government began providing prefectural governments with funds to subsidize the cost of adopting care robots. Because different prefectures introduced these subsidies at different times and with varying levels of generosity, nursing homes in some regions had a much easier path to acquiring and deploying robots than those in neighboring areas.

By comparing staffing trends between nursing homes that received this external, subsidy-driven "nudge" to adopt robots and those that did not, the researchers could confidently isolate the technology’s causal effects on the caregiving workforce.

The results indicate that nursing homes that adopted robots saw a significant decrease in staffing retention problems. Robot adoption was also associated with a 28% increase in care workers and a 39% increase in nurses, resulting in approximately 26% higher total employment at the facility level. Importantly, this employment growth occurred entirely among non-regular employees – that is, staff members on flexible, often part-time, contracts. The findings also suggest that robot adoption may improve continuity and quality of care while mitigating careworker shortages.

“Using nationally representative data from Japan and an instrumental-variable strategy, the study provides evidence suggesting that robots can complement rather than simply replace care workers, including by alleviating retention difficulties in a sector facing persistent labor shortages and potentially supporting quality of care,” explains Xi. “The paper’s central finding is that robot adoption is associated with reduced retention difficulties and increased employment of care workers and nurses under flexible contracts.”

Given recent debates about AI use in healthcare and the future of work, I found it especially interesting that this research highlights the potential for technology to augment caregivers.
Ellie Xi

A Human-Robot Collaborative Future for Elder Care


Caregiving is a physically demanding and high-stress occupation. The study’s findings indicate that, by introducing robots to ease staff burdens and monitor residents, nursing homes were able to promote more flexible work, either by increasing the tasks performed by non-regular employees or potentially encouraging part-time work. This type of work structure is encouraged by the Japan Nursing Association as a means for reducing stress, preventing burnout, and promoting a healthier work-life balance.

“Given recent debates about AI use in healthcare and the future of work, I found it especially interesting that this research highlights the potential for technology to augment caregivers, particularly by supporting physically demanding or indirect tasks, while preserving the human aspects of care that are more difficult to reproduce,” says Xi.

The study's findings are relevant for policymakers seeking evidence on the social value of collaborative robots and their impacts on staffing and care delivery, particularly as aging societies facing demographic pressures similar to Japan consider how to meet growing demand for long-term care.

A Mentorship Story


The study is part of Eggleston’s Innovation for Healthy Aging research track, which investigates how East Asian economies adopt and adapt to emerging technologies, design incentives, and adjust their workforces to support older adults. It builds on an earlier research project focused on the impact of robots on nursing home care in Japan.

For Xi, co-authoring the paper represents an academic milestone. "As someone deeply interested in geriatrics, I first began working with Dr. Karen Eggleston as a research assistant during the summer after my freshman year," Xi recalls. "Last spring, we decided to continue working together through a directed reading."

During that directed reading, Xi was invited to help revise and update a project that had previously circulated as an Asia Health Policy Program working paper. She worked to update the research, framing the original findings within the rapidly shifting landscape of care robotics and artificial intelligence in long-term care.

"I worked on situating the original findings within more recent research and developments in care robotics and considering what Japan’s experience can tell us about the role of these technologies in aging societies today," Xi says. "It was an incredible opportunity to work closely with Dr. Eggleston, Professor Toshiaki Iizuka, and Professor Yong Suk Lee. I was especially grateful to see firsthand how a collaborative project evolves and to contribute to that process as the paper moved from a working paper toward publication.”

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A service robot is displayed during the Japan Robot Week 2022 event on October 19, 2022, in Tokyo, Japan. | Tomohiro Ohsumi/Getty Images
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The study, one of the first to use institution-level data to examine service-sector robots, indicates that the adoption of care robots in Japanese nursing homes improves staffing retention, increases employment of care workers and nurses under flexible contracts, and may enhance care quality.

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A service robot is displayed during the Japan Robot Week 2022 event, in Tokyo, Japan.
Caption A service robot is displayed during the Japan Robot Week 2022 event on October 19, 2022, in Tokyo, Japan. | Photo credit Tomohiro Ohsumi/Getty Images
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Robots in Japan Ease Elder Care Shortages Without Displacing Workers or Diminishing Care Quality
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