192 Pages on How Democrats Lost. Zero Mentions of AI.

We recently fact-checked the Democratic National Committee's 192-page post-election report, Build to Win. Build to Last. We pulled all 142 claims its own reviewers had flagged as unsourced, checked them against public records, and sourced 44 the party said couldn't be verified.

But the most revealing thing in the report wasn't a number. It was a silence.

In roughly 55,700 words, the report uses the word "data" 405 times, "analytics" 16 times, and "technology" 25 times. It walks through the party's voter database in detail. And across all 192 pages, written and released in 2026, "artificial intelligence," "machine learning," "automation," and even the bare letters "AI" appear exactly zero times.

The single most disruptive force in the economy, the job market, and the information environment did not earn one sentence in the Democratic Party's plan for its own future.

That silence is a choice. We think it's the wrong one. Here's where Civly stands.

1. AI is the economy now, and the research isn't subtle

This isn't hype; it's measured. A randomized controlled trial published in Science found workers given AI assistance finished professional writing tasks 40% faster with 18% higher quality. An NBER study of more than 5,000 customer-support agents found AI lifted productivity 14% on average, and 34% for the least-experienced workers, narrowing the gap between new hires and veterans. Software developers with an AI assistant completed tasks 55.8% faster. And PwC, analyzing nearly a billion job postings, found workers with AI skills now command a 56% wage premium, with productivity growth in AI-exposed industries rising roughly fourfold.

Translate that to politics: the campaigns and committees that adopt these tools will research faster, target sharper, and respond in minutes instead of days. The ones that don't will be out-organized. AI is too powerful a tool to cede to the other side, and right now, one side is writing 192-page reports that pretend it doesn't exist.

2. The red pen, not the slop

Using AI well is not the same as using it carelessly. There's a name for the careless version now: AI slop. Confident, fluent, and wrong. It's harmless when it's a video of your cat narrating its morning. It is malpractice in political research, where one hallucinated quote or invented statistic is both a legal liability and a credibility bomb.

So Civly builds the guardrails in:

• Citation maps. Every factual claim traces to a specific public source, in a structured map, before it is written into anything.
• Human verification. We re-check numbers against the actual source, not the model's memory of it. On the DNC report, that discipline is how we caught 14 Wikipedia citations that violate basic sourcing standards and corrected outright errors the party's own review had missed.
• Clear labeling. When a human wasn't in the loop on something, we say so. A reader should always know what they're looking at.

We use AI to build the most accurate possible picture of what is actually happening. That is the opposite of slop.

3. Don't fear it. Be curious about it.

AI is genuinely unsettling, and the unease is widespread: half of U.S. adults now say the growing use of AI in daily life makes them more concerned than excited, up from just 37% in 2021 (Pew Research Center). Most say they have too little control over how AI shows up in their lives and want more of it, and only about a quarter think it will improve how people do their jobs. The fear is real: for the economy, for jobs, and for families wondering what their kids' future looks like.

There are two ways to respond to something powerful and new. One is to fight it because it's unfamiliar and we don't fully understand it. The other is to get curious: learn where it helps, where it doesn't, and where it has to be fenced in.

Democrats have always claimed the second posture. We are the party of science, of progress, of innovation, the party that pushes the status quo forward instead of flinching from it. We should act like it. Because if we don't lead on AI, it will be led by people with far lower standards for truth, safety, and the public interest.

4. We can lead and still tell the truth about the harms

Leading on AI does not mean pretending it is harmless. Its downsides are real, and they fall hardest on the young. A 2025 Common Sense Media survey found 72% of U.S. teens have used an AI companion, and more than half use one regularly, with roughly one in three saying conversations with a chatbot are as satisfying as, or more satisfying than, talking to a real friend. The American Psychological Association warned in a June 2025 health advisory that adolescents' relationship with AI "may displace or interfere with development of healthy, real-world relationships."

These products are being tested on children in real time: a wrongful-death lawsuit over a 14-year-old's suicide is now in federal court, and the FTC has opened an inquiry into seven chatbot companies over their risks to minors.

Civly does not work in the consumer-chatbot space. But we don't have to in order to say plainly: we support smart regulation of AI, especially for children. States are already moving. California enacted the first AI-companion-chatbot safeguards in SB 243 (effective January 2026), and the EU AI Act now bans systems that exploit people's vulnerabilities because of their age. That isn't anti-innovation. It's the difference between a serious technology policy and a free-for-all.

The standard

Responsible AI is not a slogan; it's a practice. It means using the tool to get closer to the truth, citing everything, keeping a human in the loop, labeling what the machine touched, and being honest about both the upside and the harm.

So we keep pushing ourselves to learn.

That's the standard we hold ourselves to, and it's the one we think the party should hold itself to. AI is here to stay. Democrats can lead on it — accurately, ethically, and out loud — or we can write another 192 pages pretending it isn't there. We know which one wins.

Civly CEO, Dr. Dan Barkhuff, is available for comment on all things at the intersection of AI and politics.