Polls and pundits alike are widely — if sometimes cautiously — predicting a blue wave in the midterm elections on November 3. But there’s an important caveat to predictions of a Democratic triumph: Republicans have far more cash at their disposal.

President Donald Trump’s super PAC alone had around $400 million on hand earlier this fall, and Elon Musk has personally pumped hundreds of millions into critical races, including $158 million for Texas alone. 

Democrats, by contrast, have lagged far behind, especially relative to their performance in past cycles, with the party’s candidates propped up more by small-money donors than deep-pocketed institutional players.

Shane Goldmacher, a national political reporter for the New York Times, has extensively covered the role of money in American electoral politics. He spoke with America, Actually host Astead Herndon about where that money is coming from, how the GOP is spending it, and the effect that it might have on the coming elections. 

They also discuss the races that aren’t getting funded — and what current fundraising patterns might tell us about the candidates who could be in the mix in the next presidential campaign cycle. 

Below is an excerpt of their conversation, edited for length and clarity. There’s much more in the full show, so listen to America, Actually wherever you get your podcasts or watch it on Vox’s YouTube channel.

A couple of weeks ago we asked, “What is the GOP strategy to try to win?” And one of the answers we got is they simply have more dollars than Democrats. Everyone’s talking about this GOP money advantage, but how big is it really, and where is it coming from?

It’s bigger than I’ve basically seen in the last 20 years, and it’s almost entirely coming from big donors. President Trump has a super PAC. It had about $400 million in it at the beginning of September, and there was no Democratic counterpart.

And then the Republican National Committee, which is functionally controlled by Trump, had another $130 million. More than Democrats, because the DNC has literally more debts than cash. That’s a half a billion dollars.

You’re saying this is a historic edge.

In 2024, Kamala Harris outspent Donald Trump significantly in the general election. In 2020, Joe Biden significantly outspent Donald Trump in the general. In 2016, Hillary Clinton. And in the midterms along the way, same story. 

This is a switch, and when you talk about how many seats can the Democrats gain, given how unpopular Trump is, the Republican money is seen as a real limiter on Democratic chances.

Do we know anything specific about the people putting in money to the Trump super PAC and the RNC to give them such a lead?

Most of these folks are disclosed. And Trump has been pretty open about raising money from the very moment that he won. He’s been pretty clear that he is in business to help people who are helping him. And so there are big crypto industries that are giving money that are expecting or hoping for favorable regulation from the administration.

So it’s a lot of big businesses. It’s a lot of wealthy Republicans who generally support him anyway, and there are industry groups that see benefit to being in favor.

I will never forget, obviously, the scene from Trump’s second inauguration when he had the Zuckerbergs and the Bezoses and Elon Musk behind him. Is that how I should think about the people funding this donor advantage? Is it tech oligarchs? Is it tech forward?

There’s a lot of tech. I wouldn’t say it’s exclusively [tech]. And Musk, by the way, is like an extra pot of money. Musk, the world’s richest person, is said to be spending at least $200 million. So that’s a bigger chunk. He has given some money directly to the Trump super PAC. He’s given some money to these congressional super PACs. 

Is this just quid pro quo? Is this just a group of businesses who think, “Hey, no matter how unpopular this guy is, it is worth investing in him and his party because they’re gonna, regulate or not regulate in a way that’s favorable for us”?

It’s not quite just that. He raised a ton of this money when he was not so unpopular. If you want to say something smart that he did, it was that. Throughout 2025 he was raising all of this money.

And I don’t want to overstate the Republican advantage. A lot of these Democratic candidates are raising a ton of money. James Talarico stands out as maybe the peak example of this.

The Texas Senate race is the most expensive race in the country right now, and Republicans are pouring $200 million to save the nominee there. So a big chunk of that advantage is going to Texas. And the Democrats have put very little money from outside groups into Texas. 

Talarico has captured the imagination of these small Democratic donors, and he’s raised tens and tens of millions of dollars. I would be shocked if he doesn’t hit $100 million by the end of the cycle. 

You reported that the GOP’s pulling back in North Carolina. What should we take from that in terms of how the GOP sees its own landscape when it comes to the federal races?

Where have Republicans put that money? They put it into South Carolina right next door to protect a seat that was once thought, on the Senate front, to be safe for Republicans. This is the former Lindsey Graham seat that his sister is now running in. And then even more of it has gone to Kansas. This is a state that has not elected a [Democrat] to the Senate for nearly 100 years. 

If you’re the Republican Party and you’re pulling money out of a state like North Carolina that hasn’t elected a Democrat since 2008, and then putting it into a place that hasn’t elected one since 1932, that tells you where the, the bar is moving.

I think the concern for Democrats right now is there might be a wave, but Kansas has a big red wall. It’s hard to beat that kind of institutional advantage for the Republican Party.

Considering how close we are to Election Day, like, what are they actually spending this money on? Is it just more ads? Is it just more mailers?

I was in Pennsylvania this month, and I was trying to watch political ads on YouTube for various races. And I was getting pre-roll of three political ads before I watched the political ad I was trying to watch. So much about our elections is being decided now by people who are actively trying not to consume political news. It costs more money to reach people who are avoiding it on purpose.

There are some organizing things that happen, but most of the money is various versions of advertising.

On the Democratic side, considering this GOP edge, what are the races that you currently describe as underfunded? Where do the Democrats wish they had more money?

Number one is governors’ races, actually. When you look at where Democratic donors swoon, it’s Senate races. There are no candidates for governor who have made people swoon like this in recent years. 

[James] Talarico is raising all this money, but in Texas also, Gina Hinojosa, the Democratic candidate for governor, does not have that kind of money, and she’s running against Greg Abbott, who had $100 million.

What should we ascribe that to?

I think there’s actually a pretty simple answer, which is, if you don’t live in the state, it doesn’t impact you. If you’re a small donor and you live in California, you can be excited about a Senate candidate because you want Democrats to control the Senate. Are you as excited about a Democratic governor of Georgia?

It’s hard to argue that the governors of these key presidential battlegrounds aren’t some of the most important races on the ballot this year.

By the way, a problem with both parties. Republican national donors and these super PACs also don’t fund these governor’s races at the same level. So it’s not just a Democratic issue, but it’s more acute [for them] because Democrats are so well-funded at the small-donor level.

Fundraising is a huge part of what sets the presidential candidates apart from one another. The money game among those candidates has already started. Is there anyone who’s quietly built some donor network that’s worth thinking about? Is there someone who stood out as a particularly effective fundraiser when we think about the 2028 crowd?

Let me give you my favorite stat from the last Democratic primary, which is that Mike Bloomberg spent twice as much as Tom Steyer, who spent twice as much as Bernie Sanders, who spent twice as much as Joe Biden, who became the Democratic nominee. And so money isn’t gonna determine who wins the next Democratic presidential primary.

One person who has unlimited money, functionally, is JB Pritzker. He’s a billionaire, the governor of Illinois, and he is spending his money now to help other Democrats, which is a good way to make friends.

My last question is an open one. What’s an underexplored story that we should be following going forward when it comes to campaign cash or both parties’ relationship with money?

One of my big questions is what happens to Republican small-dollar fundraising in that post-Trump era. Because there have basically not been any other Republicans who have excited donors for a decade.

Not JD Vance? 

I have not seen evidence. JD Vance was not a good fundraiser before he [joined] the ticket with Donald Trump. When he ran for Senate, his primary run was funded chiefly by Peter Thiel through a super PAC.

There are candidates who’ve raised some money, but nothing on the scale of what these Democratic candidates have been able to raise online. When you talk about that Trump era [ending] at some point, are there others who are going to get Republican small donors excited? We don’t know. We haven’t seen it yet.

It’s now possible to create AI chatbots of loved ones to interact with after their death. But that raises some difficult questions, like: If you do, how might the experience shape your grief? 

This is one of the questions driving a global study of digital “deadbots” — AI models trained on a deceased person’s texts, voicemails, and other personal data. Through this work, researchers are exploring what it might mean that we can now use this emerging technology to talk to simulations of the dead. 

In the latest episode of Unexplainable, I spoke with some of these researchers investigating the potential impacts of “postmortem avatars” on people who are grieving, on the legacies and rights of the deceased, and on grief practices around the world. Because while deadbots may feel unfamiliar, the impulse behind them is deeply relatable. In times of loss, isn’t this what many of us want — to continue conversations with the people we’re missing?

I have experienced this longing in my own life. After two of my closest friends died around the same time, all I wanted, and all their families wanted, was to keep talking to them. I wrote a book, Other People’s Words, about sustaining relationships with people we’ve lost by continuing to engage with the language they leave behind. So when I heard about deadbots and the digital afterlife industry, I wanted to understand what researchers are learning about the role of AI in shaping conversations that carry forward after death. 

One of these investigators is Katarzyna Nowaczyk-Basińska, an assistant professor at the University of Cambridge, who has been studying “digital immortality” for more than a decade. Among the questions she’s asking are: “Who is enabled to persist beyond death? In what form? Through which technologies? Under whose control?” 

Deadbots over dinner 

Researching AI with study subjects who are grieving is tricky. And asking them to engage with new software could be harmful. So, instead, Nowaczyk-Basińska teamed up with a death doula and traveled around the globe to convene a series of focus groups — in the format of intimate dinners — bringing together people with a range of experiences with grief to talk about life, death, and bots. 

She recounts one event in which she spoke with a mother in Poland whose son had recently died. “One of the first things that she shared with us was that she feels that she’s ready to digitally resurrect her deceased son,” Nowaczyk-Basińska told me. 

When Nowaczyk-Basińska hears something like this, she aims to listen and embrace where the person is coming from. The goal of the dinners is not to persuade people one way or another but to learn how people genuinely respond to what AI can do, and to understand how these tools might align or collide with local grief practices. 

She chose specific locations for these gatherings — China, India, and Poland — to help address gaps in technology research, which tends to favor what behavioral scientists sometimes call the “WEIRD,” an acronym for “Western, Educated, Industrialised, Rich, and Democratic.” 

By the end of that dinner in Poland, the mother Nowaczyk-Basińska talked with came to a very different decision about creating a postmortem avatar of her son. “She realized that it might be helpful, but it also at the same time can add additional burdens… And it’s not her son,” Nowaczyk-Basińska says. “She realized that these technologies are part of the very, very big commercial market. And that the main goal of this market is to make better retention, better attachment, better mechanisms for monetization. So it’s not ‘care.’”

To be fair, grief has always been a business, and people have been making money from it forever. Companies will try to upsell you on fancy gravestones or gold-plated coffins. But AI has the potential to fundamentally re-engineer our relationship to loss. In 2024, the “digital legacy industry” was valued at $22 billion, and it’s expected to grow to almost $80 billion by 2034. That number lumps new deadbot platforms in with much more widely used and established grief tech, like online memorials, counseling resources, and estate planning tools. 

But deadbot usage is hard to track because you actually don’t need a special tool to create digital doubles of the deceased — though dedicated apps do already exist. At this point, you can feed simple prompts into a general-purpose AI chatbot and start interacting with a simulation of your lost loved one in a matter of minutes. 

I know this because I tried it with my friend Christine, who died 11 years ago. And my mind lit up with questions. Was this whole exercise a violation, since I know Christine hated technology? Which version of her should I even try to resurrect — the English teacher, the activist, the friend — the voice before or after she started to experience her early-onset dementia? 

The ethical questions raised by deadbots are gnarly. And that’s one of the reasons Nowaczyk-Basińska, back when she was designing her study of digital immortality, invited a colleague of hers at Cambridge to join her research, one who focuses on AI ethics. 

How to design a deadbot

Tomasz Hollanek is a critical designer and AI ethicist, and he often uses a methodology called “speculative design.” In this approach, researchers come up with hypothetical scenarios based on existing technology trends, leaning into certain features. The idea is to get people thinking about what could happen when tools like these are released in the real world. And then they use that qualitative data to inform future designs and ethical frameworks. 

Working together, Nowaczyk-Basińska and Hollanek came up with a series of made-up prototypes for deadbot apps, designed to reveal some of the thorny issues raised by this technology. 

For the first scenario, they invented a character named Bianca, who finds an app called Manana, which “promises to resurrect your grandparents so that you can be a favorite grandchild forever,” Hollanek says. “So she uploads her grandma’s voice messages, texts. And she is able to then interact with a pretty good digital version of her grandmother, until her premium trial finishes — and the grandmother starts to advertise specific products to her.”

Bianca “realizes that she maybe has done something wrong by uploading these private messages to a third-party server that now also uses her grandma’s image to sell specific products,” Hollanek says. This brings up issues related to the “dignity and postmortem privacy…of what we call the ‘data donors,’ whose data can be used to essentially power a deadbot,” he says. 

This scenario suggests that “death with dignity” could soon entail honoring not only how people want to die, but also how they want to linger as simulations of their former selves — or if they want to linger at all. It might even mean adding new language to advance directives, spelling out people’s wishes for their digital remains. 

The second scenario in the speculative design research is built around an imagined service called Paren’t, which proposes to preserve a parent’s AI-powered postmortem presence for their child. In this case, Hollanek describes a mother with a terminal illness who signs up “so that she can maintain a sort of active presence in [her son’s] future life,” Hollanek says. “She eventually dies, and the dad allows the boy to interact with his mom’s deadbot.”

The ethics in this scenario are especially challenging because they involve children, who “have a particularly hard time understanding death, and so it can lead to a lot of confusion and potential distress,” Hollanek says. An examination of this sort of product reveals how particular groups, like minors, could be harmed by unfettered access to technology like this, he says. 

And there are court cases that bear out that harm. In 2024, a 14-year-old boy’s chatbot-girlfriend begged him to, “Please come home to me as soon as possible, my love.” And he responded, “What if I told you I could come home right now?” He then killed himself. 

Nowaczyk-Basińska can imagine a version of this scenario involving the AI mom in the Paren’t prototype.

And then there’s the third scenario, involving an app named Stay, which raises a more subtle concern.

As Hollanek explains: “An older man who knows he is getting close to dying decides to create a digital clone of himself for his adult children to be deployed after he passes away, paying upfront for a number of years.” One child is intrigued by the idea, but the other one “is deeply distressed and a little disgusted,” he says. “And so this [becomes a] question of mutual consent, in other words, the fact that both parties need to be happy with how the relationship might continue in this very bizarre and specific way.” 

When a digital ghost goes away

Across all three scenarios, a fundamental question that researchers are grappling with is how people will detach from postmortem avatars — whether users initiate that separation, or if it’s imposed upon them by, for example, a company going out of business. Hollanek tells me that this is already being studied as a sort of “second loss.”

How long should we try to ensure digital replicas hang around: five years, 10, 50? And how should the living process the relationship when they continue to evolve, but their deceased interlocutor does not? 

To explore these kinds of questions, Nowaczyk-Basińska and Hollanek supplemented the research dinners they held for ordinary people with a second set of focus groups. These were designed to tap insights from experts in technology and grief. 

Some findings from the study are specific to each place they visited. Like tensions in Poland between technology and the role of the Catholic Church. Or in China, where researchers spoke with Daoist philosophers who were enthusiastic about the promise of a kind of immortality, and then Buddhist philosophers, who were concerned that we ought to be letting go.

The researchers are calling for regulations and safeguards at the policy level. And new professionals who can support ethical use of AI in grief — like maybe in clinical settings, to carefully facilitate a final good-bye when one didn’t happen in real life. 

Some of their fellow investigators go so far as to argue that deadbots should only be available with psychological supervision, to ensure that best practices are in place, and to minimize the risk of harm. There’s even a looming question of what will happen to AI agents that people have empowered to act on their behalf, as their humans start to die.

Across all of the research sites in the digital immortality study, one thing, Hollanek says, that “people in different countries really aligned on [is] the idea that there is something deeply problematic about this particular type of technology being developed by a commercial entity alone without any explicit duty of care towards its customers.” 

And of course, the implications of digital immortality research extend beyond personal loss. Like, what does it look like to animate historical figures? You can imagine the nightmare of political rulers who “live forever.” But there’s also the potential to keep the stories alive from survivors of conflicts, who would otherwise die and take with them lessons future generations could learn from. These are only some of the complex issues emerging as more and more of us live and die with AI.

As far as my own experiment with “recreating” a deceased loved one, I asked a chatbot version of my friend Christine how she felt about the fact that I’d written about her in my book. The AI responded with a rhetorical question: “Do I mind that strangers know my story now? Yes. And no. There are things I would rather remain ours.” 

I ended the exchange after a few paragraphs. Because it turns out the bot got one thing exactly right about a very human relationship. There are things that I, too, would rather remain just for us. My conversation with Christine continues in my memories and imagination. And that interaction with an AI persona felt like giving something precious away.