Policy Solutions for Online Mis/Disinfor
Policy Solutions-Online I
While 2016 may have been the wake-up call, it is clear that what scholar Joan Donovan calls “the weaponization of the misinformation machine” has only gotten worse since then. The political, social, and psychological damage caused by the intensive dissemination of online mis/disinformation has been profound. However, much has been learned about how to address the problem, so we will emphasize understanding the role of Big Tech in circulating and profiting from online mis/disinformation and what policies/regulations are in play. This semeste,r we are paying particular attention to the aftermath of the 2024 election landscape and the strange post-truth environment we find ourselves in.
The first part of this course will focus on understanding mis/disinformation online. What exactly is it? Why should we care? What are the implications for Democracy? Who is the cast of characters creating mis/disinformation online? After we’ve understood these topics we will examine the fixes being proposed and tried globally. We will consider both the demand and supply side of the problem and national context shapes the solutions being tried. We will look at the pros and cons of efforts to promote responsible news consumption, enhance media literacy, fact-checking, and new regulations. Along the way, we will also discuss content moderation, platform liability, disclosure requirements for election advertising, and support for journalism.
Students who take this class will develop an understanding of:
The problem of online misinformation and disinformation— who is putting it online and what are their interests?
Familiarity with the universe of solutions that are being tried and the pros and cons of each approach
- 3 points
Internet Governance and Human Rights
Internet Governance & Rig
Whoever controls the future of the internet controls the future of the world. This course explores the institutions, stakeholder groups, and policy debates that shape how the internet is built, maintained, and governed. It examines the internet’s technical roots and the people and entities—telecom companies and their regulators, technologists and idealists, security forces and hackers—who shape its evolution today.
Students will study the basic workings of internet and mobile networks, the national and global forums where internet policy is made, and how digital regulation affects people, rights, cultures, and economies. Class sessions combine lectures, group discussions, guest speakers, and hands-on simulations to explore real-world tensions between national sovereignty and borderless cyberspace, corporate responsibility and civil liberties, and differing digital norms across regions.
The international human rights framework is presented as a foundation for policymaking in the digital age. Course topics include intermediary liability, domain name systems, surveillance, privacy, net neutrality, AI, disinformation, digital identity, and internet shutdowns. Students will write a reflection paper, a midterm policy memo, and a final policy brief, and participate in a group-led in-class “Event” designed to bring readings to life through role play and stakeholder engagement. Participation is essential.
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Instructor:
Peter Micek
Info - 3 points
Digital Content Provenance: Path to Tran
This course explores one of the most promising responses to the risks posed by Generative AI: digital content provenance. As AI-generated media grows more sophisticated and accessible, questions of transparency and authenticity have become central to the global informational ecosystem. Digital content provenance—an emerging open standard supported by thousands of organizations and recognized in recent policy actions such as the White House Executive Order on AI—offers a potential path to restoring trust in what we see and hear online.
Students will examine the technical foundations of provenance, including concepts such as public key infrastructure (PKI) and certificate authorities, and learn how provenance is being implemented across sectors including government, media, and technology. The course features guest speakers from industry and public service, providing insight into the policy, legal, and operational dimensions of this fast-evolving field.
Through research, writing, and the creation of an original provenance-enabled project, students will develop a strong understanding of how digital content provenance works and its relevance to future regulatory frameworks. This course is designed for those interested in the intersection of AI, digital media, global policy, and emerging technology standards.
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Instructor:
Mounir E Ibrahim
Info - 1.5 points
Principles & Practice of Online Trust &
Online Trust & Safety
What rules and expectations should online platforms such as Google, Meta, X, OpenAI, TikTok, or Uber use to govern themselves? How do technology companies mitigate socio-technical harms stemming from their products? And how should they respond to evolving geopolitical conflicts playing out on their services? This course introduces the emerging field of Trust & Safety: the study of how online platforms are abused and how these systems can cause individual and societal harms, as well as the frameworks and tools used to prevent and mitigate those harms.
Still relatively obscure but increasingly central to public policy and technology governance, Trust & Safety now spans issues including content moderation, disinformation, child safety, algorithmic harm, and state-sponsored influence operations. Students will build foundational knowledge of the field through academic texts, practitioner case studies, and engagement with tools, taxonomies, and governance approaches used in industry. Course topics include detection systems, enforcement methods, moderation tradeoffs, transparency frameworks, red teaming, and regulatory perspectives such as the EU Digital Services Act. Case studies will examine harms across the technological stack, from social media to video games, dating apps, and AI models.
Students will also engage directly with the tensions and practicalities of operating, regulating, or covering these issues in a policy or product environment. The course prepares students to critically evaluate and help shape interventions aimed at digital safety across sectors.
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Instructor:
Camille M Francois
Info - 3 points
Artificial Intelligence: A Survey for Po
AI for Policymakers
Artificial Intelligence (AI) and machine learning have emerged as increasingly ubiquitous technologies in a wide range of areas, such as finance, healthcare, workforce management, and advertising, in addition to several domains in the public sector, including but not limited to criminal justice and law enforcement. In the past several years, ethical questions about how and whether to use AI for particular tasks have become much more prominent, partly due to its widespread use and partly due to publicly documented failures or shortcomings of a number of systems that can negatively impact people in sometimes serious ways.
This course will provide a broad overview of practical, ethical, and governance questions related to AI — such as those related to privacy, cybersecurity, fairness, transparency, and more — with a view towards policymaking. Policymaking will be interpreted broadly, including both the public and private sectors. The course will include a survey of how machine learning works so as to ground the discussion, as well as a wide range of concrete, real-world examples and case studies.
The instructor served as the first Director of AI for New York City and will also draw on this experience, which included collaborations with a number of other city governments internationally. The course will also include several guest speakers who directly engage with significant AI or AI policy projects in various areas.
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Instructor:
Neal P Parikh
Info - 3 points
Ethics of Media, Technology, and Design
Ethics-Media, Tech, and D
Each week we will examine a variety of case studies covering topics such as: the ethics of information design, algorithmic bias, deceptive user experience patterns, social media and commodification, safe spaces in virtual environments, the development of autonomous systems and smart cities, the relationships between artificial intelligence and copyright, democracy and media, and media activism and community organizing. Throughout the semester, students will select three ethical problems to research, including two case studies and one essay/ opinion piece. Using primary sources, photo, video, and graphics, students will capture pressing ethical issues. They will learn to navigate frameworks for ethical decision making, ethical management systems, and develop “codes” of ethics, and value statements. Students will also have the opportunity to engage in hands-on “ethical” user experience research during class exercises where they test websites, apps, and products. Finally, guests will be invited to the course to share their experience with developing ethical frameworks as media, design, and technology professionals.
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Instructor:
Laura S Scherling
Info - 3 points
Design for Social Innovation
This project-based course equips students with the tools of human-centered design to address real-world challenges in the social sector. Working in interdisciplinary teams, students act as “intrapreneurs,” designing solutions on behalf of nonprofit, government, and social enterprise clients. Through a structured 12-week innovation cycle, students move through four design phases:
Explore
(stakeholder research and mapping),
Reframe
(synthesis and insight development),
Generate
(ideation and concept creation), and
Prototype
(building and testing solutions).
Students develop key competencies in design thinking, project and client management, stakeholder interviewing, problem framing, prototyping, and storytelling. The course culminates in a final presentation and deliverables that include an implementation blueprint and pitch materials for client use.
Client organizations span sectors such as education, food systems, sustainability, and civic engagement. Class meetings include workshops, presentations, feedback sessions, and one-on-one team advising. Deliverables are team-based, and participation is evaluated through both class engagement and weekly reflections.
This course is designed for students seeking hands-on experience in social innovation and a creative, collaborative approach to systems-level change.
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Instructor:
Sarah M Holloway
CULPA: 1 Info - 3 points
Climate Tech & Regenerative Entrepreneur
Clim Tech & Regen Enterpr
The course will focus on the knowledge and skills required to research, ideate, thoughtfully plan, and pitch a new business aimed at mitigating climate-related challenges. The course will serve as a laboratory for students to sharpen their entrepreneurial abilities and deepen their understanding of climate change and related challenges, and how to meaningfully address them. Teams will work on challenges addressing vital systems (food, water, energy), built systems (buildings, mobility, cities), care systems (health, mental health/climate grief, etc) and aimed at sharpening their entrepreneurial abilities and deepening their understanding of climate change and related challenges, and how to meaningfully address them to support a just transition to a regenerative future. Class process will include: 1) identifying and defining a climate challenge they want to solve; 2) engaging in research, need finding, customer discovery and development; 3) ideation for mitigation and adaptation solutions; 4) Prototyping for customer/expert feedback; 5) Creations viable implementation plans & budgets; and 6) practiing pitching to potential partners and investors.
- 3 points
Scale Up Ventures: Growing a Business Ou
Scale-Up Ventures & Polic
This course explores the strategies, tools, and policy environments required to scale ventures beyond the startup phase, particularly in regions outside traditional tech hubs such as Silicon Valley. Students examine the entrepreneurial journey from early traction to sustained growth, considering both bottom-up approaches focused on talent, capital, and customer acquisition, and top-down approaches focused on policy and ecosystem design. Emphasis is placed on high-impact sectors including AI, blockchain, fintech, and edtech, as well as opportunities in underserved markets. Through guest lectures, written assignments, and a team-based final project, students gain practical insight into entrepreneurship, venture capital, and leadership strategies that support scale. The course is designed for students interested in launching ventures, supporting innovation ecosystems, or shaping policies that foster economic growth.
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Instructor:
Fernando Fabre
Info - 3 points
Building & Scaling Social Impact Program
Build/Scale Social Impact
This course examines how public, private, and nonprofit organizations attempt to address complex social problems through programs, partnerships, and philanthropic investment. The first half explores historical and contemporary interventions across sectors, with attention to trade-offs, incentives, and consequences. Through case studies and critical readings, students analyze how trust, governance, and accountability shape outcomes. The second half focuses on the practice of designing and scaling social impact programs, emphasizing theory of change, evaluation, and strategic alignment. Assignments include strategy and fundraising memos, a final impact plan, and a presentation. This seminar equips students with analytical, writing, and communication skills relevant to leadership roles in the social impact field.
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Instructor:
Thomas Ogletree
Info - 3 points
Storytelling and The Art of Creating Soc
Storytelling & Social Imp
This seminar explores the strategy and storytelling behind effective social impact campaigns. Through case studies on topics such as reproductive rights, racial justice, teen pregnancy, and climate change, students will examine why certain narratives succeed in shifting public opinion and policy. The course draws on theories of moral psychology, values-based messaging, and campaign strategy to analyze how leaders and organizations mobilize audiences, engage diverse stakeholders, and measure impact.
Students will study high-profile campaigns, meet with leading practitioners, and develop their own group-based social impact campaign project. Emphasis is placed on applying narrative frameworks to real-world advocacy, understanding audience motivations, and crafting media strategies across platforms.
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Instructor:
Stephen Friedman
Wikipedia Info - 3 points
Impact Investing: Essential Skills
Impact Investing: Skills
This experiential course prepares students for careers in the growing field of impact investing by building essential practical skills. Students will analyze real investments, assess both financial viability and impact potential, and simulate the due diligence and negotiation process from sourcing to term sheet. Through case studies, hands-on assignments, and team-based presentations, students will learn how to evaluate and structure impact investments. The course emphasizes applied tools used in the field and offers insight into pathways for careers in impact finance.
- 1.5 points
Social Value Investing: a Framework for
Cross-Sector Partnerships
Today’s leaders must confront increasingly complex challenges, from climate change to inequality, that demand innovative and collaborative approaches. This course introduces students to the Social Value Investing framework, a five-point management model developed at Columbia University to guide and evaluate cross-sector partnerships (CSPs). Drawing on decades of faculty research, students will examine how leaders across the public, private, nonprofit, and philanthropic sectors have built effective alliances to address critical social and environmental problems.
Through a mix of theory, case studies, and applied tools, students will gain practical insights into the formation, governance, and performance measurement of CSPs. Emphasis will be placed on organizational design, leadership practices, and techniques for managing impact across sectoral boundaries. Weekly sessions will include lectures, group exercises, short videos, case-based discussions, and applied impact measurement activities.
Note: Students who have taken
Public Management Innovation
with Professors Buffett and Eimicke are not eligible to enroll.
- 3 points
Cost-Benefit Analysis
This course provides an applied introduction to cost-benefit analysis (CBA) as a tool for evaluating public policies. Students will learn how to interpret and produce CBAs through lectures, problem sets, and real-world case studies focused on environmental, financial, agricultural, and transportation policies. Emphasis is placed on CBAs conducted by government agencies, including critical review of regulatory analyses and formulation of public comments.
Through individual and group assignments, students will gain hands-on experience constructing spreadsheet models, estimating impacts, applying discounting techniques, and performing sensitivity analyses. The course culminates in a student-led cost-benefit analysis project and the submission of formal comments on a government regulation.
Prerequisites:
SIPA IA6350 or SIPA IA6400 (Microeconomic Analysis) or equivalent. Familiarity with Excel is expected.
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Instructor:
Jeffrey G Jr Shrader
Info - 3 points
Leadership in Times of Disruption
Leadership during Disrupt
This intensive, seven-week course prepares students to lead and manage effectively through periods of significant change. Combining research-backed frameworks with reflective practice, students explore the intersection of vision, strategy, culture, and people management. The course draws on examples from the social impact sector and high-growth startups to examine how leaders drive transformation, build resilient organizations, and inspire performance. Students will apply concepts through the design of a hypothetical organization, culminating in the development of a strategic plan, organizational structure, and leadership toolkit. Ideal for students preparing to lead teams or initiatives across sectors.
Leading Global Innovation
This course prepares students to lead innovation in the global social impact sector. It introduces methods such as human-centered design, futures thinking, and systems innovation, with applied focus on the energy and health sectors. Students will explore how to design, launch, and manage innovation strategies within NGOs, INGOs, and private sector organizations, while critically examining equity, ethics, and power dynamics in innovation ecosystems. Through case studies, guest speakers, and hands-on assignments, students develop practical skills and a personal innovation toolkit to support their careers as practitioners, strategists, and changemakers in complex, cross-sector environments.
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Instructor:
Chandani Punia
Info - 3 points