Anchor Change with Katie Harbath

Voters are using AI to research candidates. Campaigns are using AI to write fundraising emails. Platforms are updating their policies — and their enforcement is lagging behind. But what does the data actually show?

​This is a replay of the webinar I hosted on AI and the 2026 midterms — pulling from original polling with 1,010 likely voters (conducted with the Rainey Center), a survey of 68 campaign professionals on how they’re using AI inside their operations, and her ongoing analysis of how major platforms are preparing for November.

​This isn’t a recap of the AI discourse. It’s an interpretation of what the data signals — the partisan splits, the governance gaps, and the transparency questions that are going to matter when it counts.

​The last 20 minutes will open for Q&A and discussion. The format mirrors Anchor Change’s monthly Briefing Network calls, so you’ll also get a live preview of what membership looks like.

For more information on the poll and survey:

* Voters are using AI to fact-check. The tools are wrong 90% of the time.

* What Campaign Professionals Told Us About AI in Politics

* The partisan divide in campaign AI use: Republicans generate more content, Democrats govern it more

We were also joined by Luis Lozada, the CEO of Democracy Works, to talk about their work with companies like OpenAI and Anthropic. To learn more, visit their website.

Click here to view the slides presented.

The private room for senior practitioners in tech, politics and democracy

There’s no shortage of newsletters covering this space. What’s missing is a place where the people closest to it — trust and safety leads, policy professionals, campaign strategists, Hill alumni — can actually think it through together. The Anchor Change Briefing Network is that room. Private memos twice a month. A live monthly peer conversation under Chatham House Rules. 38 founding seats at $400/month. Once they’re gone, pricing moves to $500.

I’ve been doing a lot of vibe coding with Claude lately, and I thought it would be helpful to show you exactly what that looks like in practice - not a polished demo, but my actual workflow on two real projects.

The first one I just did yesterday. I’m in a business accelerator right now, and we’ve been encouraged to look at our LinkedIn posts across three categories: growth and leadership, expertise, and social proof. I knew I could download my LinkedIn analytics, but manually sorting through them sounded miserable. So I exported the last 90 days as a CSV, dropped it into Claude with a simple prompt asking it to categorize my posts and help me understand what was working - and without me even asking, it built me a sortable dashboard in under a minute. I can filter by category, sort by impressions, and sort by engagements. I’m already thinking about combining it with my Substack stats to get a clearer picture of what I should prioritize.

The second project took more back-and-forth, but it’s the one I’m most excited about. As many of you know, I’ve been tracking every tech company announcement on elections going back to 1996 - and until recently, it lived in a very unruly Google Sheet that was nearly impossible to navigate. A week or two ago I downloaded it as a CSV and asked Claude what I could build with it to make it more accessible. It suggested things I hadn’t even thought of, like automatically tagging posts by theme. We went through several rounds of prompting, hit some errors, troubleshot together, and eventually I had a working database embedded on my Anchor Change site - searchable by company, platform, country, year, and theme. It’s not fully live yet (there’s a scrolling bug I’m still fixing), but it already paid off the first week: a client asked me a question, and I could look it up in the database instead of wrestling with the spreadsheet.

I recorded walkthroughs of both projects so you can see the actual prompts, the back-and-forth, and where I hit walls. The bar to get started is genuinely low. A simple CSV and a short prompt is enough.

Let me know what you’re building, if you have any tips for me - and drop any questions in the comments.

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

In this episode, Katie talks with Charley Johnson about his leap into independent work through his newsletter, Untangled, and what it takes to build a life and career outside traditional structures. Charley breaks down how power actually moves through technology, why many leaders still misread the systems they operate within, and how imagination—not just strategy—shapes better futures. He shares the blind spots he sees most often in tech and policy, the role community plays in sustaining meaningful change, and how AI fits into the broader landscape of systems transformation. Charley closes with an honest reflection on success—what he’s letting go of, what he’s moving toward, and why metrics alone will never tell the full story.

Learn more about Charley’s upcoming workshops: 1) Mapping Your System: How to Navigate Power, People & Change in Uncertain Times and 2) Beyond the Principles: How to Make Responsible AI Real, A 3-Part Intensive for Tech & Society Leaders.

Takeaways

* Independent work can be both disorienting and deeply energizing.

* Power in tech often operates invisibly, yet shapes outcomes everywhere.

* Building community is essential for meaningful, sustainable change.

* Many leaders misinterpret data as neutral rather than value-laden.

* Technology must be aligned with a clear, intentional vision of the future.

* Cynicism limits possibility; curiosity expands it.

* AI is a tool—not an answer to systemic problems.

* True success is grounded in fulfillment and relationships, not just scale.

* Understanding systems is essential to influencing them.

* Imagination is a critical—yet underrated—skill in tech and policy.

Chapters

* 00:00 Mapping Power and Technology

* 22:45 The Journey of Independence

* 27:39 Navigating Content Creation

* 33:02 Defining Success and AI Perspectives

* 38:30 Building Businesses with Purpose

* 39:00 Looking Ahead: Technology and Future Planning

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

In this episode, Katie talks with Clare O’Donoghue Velikić about the shifting landscape of political advertising in Europe—and what’s driving those changes. They trace how Brexit, the Cambridge Analytica scandal, and rising public scrutiny of tech platforms set the stage for today’s regulatory environment. Clare breaks down the stark differences between U.S. and European campaign practices, the ripple effects of GDPR and data rules, and how policymakers are thinking about political communication in a post-scandal world. They also unpack Meta’s recent decision to ban political ads in the EU, exploring why it matters, who it affects, and what transparency risks emerge when legitimate political messaging is pushed out of public view. The conversation offers a grounded look at the future of digital campaigning in Europe—and the tradeoffs ahead as platforms, regulators, and political actors navigate a rapidly changing system.

Takeaways

* Regulation intended to increase transparency can lead to less transparency.

* Europe’s political advertising landscape is significantly different from the US.

* Data protection laws in Europe limit campaign strategies.

* The early days of Facebook were marked by excitement and innovation.

* The Cambridge Analytica scandal raised serious concerns about data use in politics.

* Building political ad transparency tools was a complex process.

* The current political ad ban in Europe poses risks to democratic discourse.

* Extremist content may thrive in the absence of regulated political ads.

* Finding a compromise between tech companies and regulators is crucial.

* The removal of political ads silences moderate voices in social media.

Chapters

* 00:00 Introduction to Political Advertising in Europe

* 03:38 Differences Between US and European Political Campaigning

* 06:12 The Early Days of Facebook and Political Campaigning

* 08:56 The Impact of Cambridge Analytica and Foreign Interference

* 11:14 Building Political Ad Transparency Tools

* 13:59 Challenges in Regulating Political Advertising

* 16:49 Personal Experiences in Political Campaigning

* 19:02 The Role of Data and Privacy in Political Advertising

* 25:43 Political Ad Authorization and Campaign Dynamics

* 29:29 Challenges of Political Advertising in Europe

* 33:08 Meta’s Political Ad Transparency Initiatives

* 39:05 Impact of New Regulations on Political Advertising

* 44:12 The Future of Political Advertising and Social Media

* 48:53 The Role of Moderation in Social Discourse

* 52:15 The Evolution of Political Advertising on Facebook

* 52:44 Challenges of Transparency in Online Ads

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

In this episode, Katie Harbath sits down with Michelle O’Grady of Team Friday to unpack how culture, identity, and technology are transforming the way brands and civic leaders connect with younger generations. They explore the rise of mixed-race identities, the fluid ways Gen Z and Gen Alpha see themselves, and what this means for marketers who want to stay relevant. Michelle shares how her work at the intersection of academia and brand strategy helps companies understand shifting consumer behavior—and why long-term thinking matters more than ever. The conversation also reflects on how politics and pop culture are colliding, and what authenticity really looks like when engaging the next generation.

Takeaways

* Understanding generational change is essential for modern marketing

* Mixed-race identities are rapidly reshaping the demographic landscape

* Brands must break out of siloed thinking to stay relevant

* Gen Alpha’s worldview will drive the next wave of consumer expectations

* Civic engagement is shifting alongside cultural and identity trends

* Younger audiences expect authenticity from political and cultural leaders

* Cultural fluidity demands nuanced, adaptive marketing strategies

* Long-term, relationship-driven approaches outperform quick fixes

* Effective engagement starts with meeting people where they already are

* Complex, multifaceted identities require more sophisticated brand storytelling

Chapters

* 00:00 Journey from Academia to Marketing

* 04:45 Understanding Mixed Race Identity

* 07:48 Merging Academic Insights with Brand Strategy

* 12:38 The Rise of Gen Alpha

* 16:40 Civic Participation and Political Engagement

* 20:05 Changing Dynamics of Civic Participation

* 23:50 Engaging the Younger Generation in Politics

* 29:40 The Courage to Start a Business

* 31:38 Complexity in Consumer Behavior

* 38:24 Understanding Demographic Shifts

* 40:49 Authenticity in Connection Points

* 43:32 The Importance of Listening in Communication

* 44:00 Long-Term Planning in Marketing and Communication

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

In this episode, Katie Harbath sits down with Sarah Hunt, President of the Rainey Center, for a wide-ranging conversation about the energy system powering the AI era. They dig into why AI’s rapidly growing electricity needs are now a national security issue, how state legislators are shaping the future of infrastructure, and what the U.S. must do to stay competitive as countries like China scale their energy capacity at unprecedented speed.

Together, they map out the real bottlenecks—permitting, grid modernization, workforce shortages—and the partnerships needed across government, industry, and communities to build an energy foundation strong enough to support innovation. This is a conversation about power, in every sense of the word, and why the choices we make now will determine what’s possible in the decades ahead.

Takeaways

* AI’s rising energy demand is becoming a central issue for innovation and national security.

* State legislators are key players in energy affordability, siting, and infrastructure decisions.

* Permitting and regulatory hurdles are slowing critical energy and grid projects.

* China is expanding energy infrastructure faster than the U.S., raising competitiveness concerns.

* Cross-sector collaboration is essential to meet future energy and AI needs.

* Public-private partnerships can accelerate innovation and modernize the grid.

* Community engagement is crucial for siting and sustaining energy projects.

* A skilled workforce—especially electricians and grid technicians—is urgently needed.

* The future of AI is directly tied to how the U.S. invests in energy infrastructure and national values.

Chapters

* 00:00 Introduction and Personal Connection

* 03:32 The Rainy Center’s Mission and Focus Areas

* 06:15 Understanding Energy Demands in AI

* 08:50 Explaining Energy Strains to the General Public

* 13:03 State-Level Energy Policy and Legislative Focus

* 16:19 Federal Conversations and Policy Overlap

* 18:39 Global Energy Race: U.S. vs. China

* 25:52 The Future of AI and Energy Infrastructure

* 29:17 Partnerships and Collaborations for Progress

* 32:42 Convergence of Issues in Technology and Economy

* 33:08 Innovative Uses of Technology in Mining

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

Join us for a critical conversation at the intersection of ethics, journalism, and technology as we explore how the digital age is challenging foundational values.

This episode features leading experts: Katy Culver (UW-Madison, School of Journalism and Mass Communication) and Rob Reich (Stanford University, Political Science & Center for Ethics in Society).

The worlds of reporting and technology are colliding, forcing us to confront philosophical questions and reassess the values we should prioritize. We dive deep into:

* The Ethics of AI and Algorithms: How do new technologies impact truth, transparency, and accountability in news?

* Evolving Ethical Standards: Balancing personal morality with professional ethical frameworks in media and tech.

* The Role of Education: Preparing future journalists and technologists to navigate complex ethical landscapes.

* Community Engagement: How journalism can rebuild trust and drive positive, human-centric change.

If you are interested in the future of media, digital ethics, AI bias, and the philosophical challenges of technology, this discussion is essential viewing/listening.

Takeaways

* The concept of ethics is complex and involves trade-offs.

* Ethics in journalism must adapt to the changing media landscape.

* AI presents new challenges for ethical decision-making.

* Students must be trained for jobs that do not yet exist.

* The Omelas dilemma illustrates the struggle between rights and responsibilities.

* Tech companies have a moral obligation to consider their impact.

* Young journalists are questioning traditional notions of neutrality.

* Community engagement is essential for local journalism.

* Innovative business models are emerging in response to industry challenges.

* There is hope in the creativity and engagement of younger generations.

Chapters

* 00:00 Introduction to Ethics in Journalism and Tech

* 04:48 The Role of Journalism Ethics in Modern Media

* 07:42 Tech Ethics: Bridging Philosophy and Practice

* 10:15 The Omelas Dilemma: Ethical Choices in Tech

* 13:01 Evolving Perspectives on Ethics in Tech and Journalism

* 15:38 The Intersection of Journalism and Technology

* 18:20 Navigating Personal and Professional Ethics

* 20:51 The Future of Ethics in Journalism and Tech

* 25:34 The Evolution of Journalism and Ethics

* 28:08 The Impact of Algorithms on Media

* 33:07 Philosophical Perspectives on Media Responsibility

* 37:18 Business Models and the Future of Journalism

* 44:15 Hope and Innovation in Journalism

* 49:40 Navigating Ethical Dilemmas in Information Consumption

* 50:08 The Complexity of Accountability in Content Creation

In this episode, Jeff Berkowitz shares his journey from politics to founding Delve, a consultancy that leverages AI to transform public affairs. He discusses the challenges and opportunities of integrating AI into public affairs, the development of Delve’s AI platform, and insights into the future of AI technology in the industry.

Some of the topics we talk about include:

* Jeff’s transition from politics to AI consultancy.

* The role of AI in simplifying public affairs tasks.

* Delve’s development of a full-stack public affairs intelligence platform.

* The importance of strategic intelligence in public affairs.

* Challenges of integrating AI into public affairs.

* Insights into the future of AI technology in public affairs.

* The impact of AI on time management and efficiency.

* The significance of real-time transcription in public affairs.

* The evolution of public affairs with AI technology.

* The importance of understanding both technology and public affairs.

Learn more about Delve at https://www.delvedeeper.ai

In this episode, I interview Bill Skelly about the intersection of AI, data, and the entertainment industry, specifically Hollywood. We discuss the evolution of data usage from politics to entertainment, the role of AI in democratizing data, and the challenges and opportunities in the entertainment industry. Skelly shares insights on how data-driven strategies are transforming film marketing and the importance of proactive policy discussions around AI.

Takeaways

* AI is still a novelty for many, but it holds potential to democratize data.

* Data-driven strategies are transforming film marketing in Hollywood.

* The entertainment industry is looking for new approaches to reach audiences.

* AI can help strategists interact more closely with data.

* The quantity of data has grown, but finding the right data is key.

* AI is an augmenter, not a replacement for human roles.

* Hollywood is open to new data-driven approaches from political backgrounds.

* The long tail of content consumption is expanding with more niche audiences.

* Proactive policy discussions are needed to define AI’s role in industries.

* AI’s impact on the entertainment industry is still unfolding.

Chapters

* 00:00:00 Introduction and Background

* 00:00:00 The Evolution of Data in Politics

* 00:00:00 AI’s Role in Democratizing Data

* 00:00:00 Data-Driven Strategies in Hollywood

* 00:00:01 Challenges and Opportunities in Entertainment

* 00:00:01 Proactive Policy Discussions on AI

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

In this episode of Anchor Change, I talk with Daphne Keller, Director of Platform Regulation at Stanford and former Google attorney, about how laws shape what we can say—and see—online.

We unpack how evolving regulations influence content moderation, the growing role of AI in shaping speech policies, and the challenges of balancing free expression with safety in a global context. Daphne shares what she’s learned from years at the front lines of platform policy, clarifying common misconceptions and revealing where law, technology, and ethics collide.

This conversation offers a grounded look at the future of online speech—from transparency rules to child safety laws—and how tech companies can navigate these tensions with integrity.

You can find more about Daphne’s work here. Her piece in Lawfare, which we discussed, is titled “The Rise of the Compliant Speech Platform.”

Anchor Change with Katie Harbath is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.