Platform Design in Policy and Industry

KGI’s work on platform design in policy and industry addresses how platform design choices shape user behavior, risks, and societal outcomes. Through convening experts, engaging policymakers, and translating research into practical guidance, KGI informs platform design choices and policies based on the latest research and evidence.

Each day, billions of users use online tech platforms or scroll through social media feeds, search results, and streaming recommendations that shape what they see, read, and watch. The design of these online platforms, including their algorithmic feeds, influence how users experience the online information environment and determine what users see, wielding enormous influence over users’ online experiences and, increasingly, their lives offline. 

There is broad recognition that the way platforms are designed impacts how users, communities, and societies experience benefits and harms from those platforms. The pitfalls of content moderation – including efficacy, consistency, legality, and business sustainability – have spurred a large and growing movement in academia, civil society, and public policy focused instead on how content-agnostic design patterns can more effectively support prosocial interactions and user well-being.

Federal, state, and global policymakers have proposed and adopted a variety of approaches to regulate platform designs and their impacts, from strengthening transparency and user control of algorithmic feeds to addressing deceptive design features or requiring age verification. In the US, regulating effectively in this area requires grappling with a host of complex questions related to the First Amendment and Section 230 that will continue to be contested for years to come. Yet the existing research is only loosely connected to many ongoing policy development efforts. The maturation of policymaking in this area requires bolstering scientific consensus about which platform design changes effectively mitigate which harms, how to understand the tradeoffs, how to best measure and evaluate design changes, and other questions.

KGI is working to deepen research-to-policy connections and convene stakeholders in support of this agenda. Projects include:

  • Better Feeds: Our Expert Working Group on Recommender Systems issued a comprehensive roadmap for policymakers and product designers to create better algorithms through detailed algorithm design transparency, user choices and defaults, and assessments of long-term impact on users. KGI engages broadly with enforcement authorities, legislators, industry, and independent experts to demonstrate how the Better Feeds concepts can form the basis of sound policy and design of algorithmic systems.
  • Design-Focused Regulation: KGI advances research and policy analysis on platform regulation, including the implementation of the EU’s Digital Services Act and the UK’s online safety regime. Through reports and commentary, KGI highlights practical pathways for the EU to align recommender system design with user rights, ensure the effectiveness of child safety strategies, and strengthen design-focused risk assessment requirements for platforms. This work provides evidence-based insights to strengthen policy implementation and ensure that its protections translate into meaningful public benefit.
  • Age Assurance: KGI conducts technical analysis of the effectiveness of age assurance mechanisms that have become a focal point for kids online safety debates, engages with the designers of these systems, and connects technical findings with policy discussions around the world. 

Latest Work

Designing Europe’s Search Data Sharing Rules for Competition in the AI Era

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Designing Europe’s Search Data Sharing Rules for Competition in the AI Era

As the European Commission advances efforts under the Digital Markets Act to require Google to share its search data with competitors, lessons from historic antitrust remedies underscore how data access could be transformational in the AI-powered search market. While the Commission’s proposals represent a novel and comprehensive approach, key improvements to data scope and sharing frequency, privacy protections, and dispute resolution are needed. US courts and enforcers charged with implementing similar provisions should take note.

Tracking Tech-Related Litigation

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Tracking Tech-Related Litigation

As lawsuits involving AI, social media, privacy, competition, and platform accountability expand worldwide, courts are emerging as central actors shaping technology governance. A new tech litigation tracker developed by the Knight-Georgetown Institute, Tech Justice Law, and Georgetown University’s Communication, Culture & Technology program centralizes and tracks technology-related litigation and regulatory actions across jurisdictions and issue areas.

Designing Technology Remedies: Lessons for Social Media and Generative AI Chatbot Litigation

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Designing Technology Remedies: Lessons for Social Media and Generative AI Chatbot Litigation

As social media and generative AI chatbot lawsuits in the United States proceed to discovery and trial, courts are emerging as central actors in shaping technology governance, platform accountability, and online safety. A new report by the Knight-Georgetown Institute, Tech Justice Law, and the USC Marshall School Neely Center provides a practical, evidence-based framework to help courts, litigators, and policymakers craft effective and enforceable remedies for harms associated with social media platforms and AI chatbots.

Designing the Technical Committee for the United States v. Google Search Antitrust Remedy

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Designing the Technical Committee for the United States v. Google Search Antitrust Remedy

The Technical Committee is a key component of the remedies ordered in the US v. Google search antitrust case, intended to ensure effective implementation of court-ordered obligations and technical measures to promote competition in online search. KGI’s latest report provides a practical blueprint for the formation, structure, and operation of this independent body of experts.

KGI: 2025 Annual Report

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KGI: 2025 Annual Report

In its first full year in operation, KGI made its mark across technology policy venues and outlets. Through expert-led, evidence-based work, KGI helped inform policy approaches to algorithmic feed design, researcher access to data, and competition enforcement in the search market – demonstrating how independent research can shape real-world decisions in the United States and Europe.

Digital Competition Conference 2026: The Next Phase of Competition in Digital Markets

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Digital Competition Conference 2026: The Next Phase of Competition in Digital Markets

This year’s Digital Competition Conference brought together researchers, policymakers, businesses, litigators, and civil society experts from over 37 countries to explore the latest lessons, challenges, and opportunities in regulating and enforcing competition in digital markets.

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