AI PAC money meets its limits

The money was real, the stakes were national, and the results were anything but clean. Political groups aligned with and against the AI industry poured millions into Tuesday's midterm elections, according to a TechCrunch accounting, and some of their most expensive bets — including a $4.8 million Senate push — ended in defeat.

That outcome complicates the tidy story of AI money buying influence. This account, reported by TechCrunch's Rebecca Bellan, arrives amid a broader Democratic wave that makes it hard to credit any single spend with a win or a loss.

A $4.8 million Senate gamble

The clearest example sits in South Carolina. Two industry-aligned PACs, American Mission and Building the Future, together spent $4.8 million backing Senate candidate Darline Graham, who lost, per TechCrunch.

American Mission is the Republican spending arm of Leading the Future (LTF), a political group backed by OpenAI president Greg Brockman and the venture firm Andreessen Horowitz.

The same PAC put more than $500,000 apiece behind Republican House candidates Aaron Flint in Montana and Laurie Buckhout in North Carolina. Both lost as well.

The Democratic arm fares better

Not every LTF-affiliated bet fell flat. Think Big, the group's Democratic spending arm, backed Florida Rep. Jared Moskowitz, who won reelection.

That split — losses on the Republican side, a win on the Democratic one — is the pattern running through much of the reporting. Groups spending in these races were operating inside a political current larger than any one ad campaign.

TechCrunch notes that LTF itself backed some candidates it thought were likely to win, only to watch them lose.

Safeguard groups split their results

The groups pushing for stronger AI safeguards had a mixed night of their own. Public First, which is backed by Anthropic, supported several Republicans who lost through its affiliated PAC, according to TechCrunch, but found more success backing Democratic candidates.

Public First also contributed $3 million to a PAC supporting California state Sen. Scott Wiener, who was leading his race at the time of publication.

Then there is Guardrails Alliance, a group that has sought to make taking money from AI companies a political liability. It spent more than $1 million apiece opposing two candidates who lost: California Rep. Jimmy Gomez and Montana's Aaron Flint.

Guardrails Alliance also spent $300,000 supporting Angela Gonzales-Torres, who defeated Gomez.

Primaries were the real target

For LTF, the general election was never the main event. The group told TechCrunch before Election Day that it sees primaries — the contests that choose each party's nominee — as a more effective use of its money, since spending there can build name recognition and help candidates set up AI policy agendas.

By that measure, LTF put $27.38 million into the primaries. That includes $8 million alone spent opposing New York Assembly member Alex Bores, who lost his bid for Congress back in June.

When weighing whether to jump into a general election race, LTF assesses how competitive the race is, whether spending could make a difference, and whether it should keep its powder dry for future elections.

AIPAC as a cautionary tale

Charlie Blaettler, political director of Guardrails Alliance, offered a different explanation for why LTF spent comparatively little in the general election.

“They don’t want their money to become an issue in these elections,” he said.

— Charlie Blaettler, political director of Guardrails Alliance

He pointed to the Michigan Senate primary, where AIPAC, a pro-Israel lobbying group, spent close to $30 million backing Democratic candidate Haley Stevens against Abdul El-Sayed. Stevens conceded the primary to El-Sayed, who went on to win the Senate seat.

“AIPAC became the story in that race,” Blaettler said. “We know people hate AI billionaires. They hate the people running these companies. They’re very distrustful and disgusted by the political spending and lobbying that the tech industry does. If they spend in a competitive race, they would just become an enormous liability for their candidates.”

National framework versus state rules

Underneath the horse-race numbers sits the policy fight that motivates the spending. According to TechCrunch, the main disagreement among the AI PACs — whether pro-industry or pro-regulation — is whether Congress should establish a national AI framework that overrides state laws, or whether states keep their own ability to impose safeguards.

LTF favors a single national framework. Neither side appears ready to stand down: LTF told TechCrunch it plans to keep spending into the 2028 elections, and Guardrails Alliance says it intends to keep opposing candidates backed by the AI industry.

What the ads actually say

The two camps take opposite approaches to messaging. Blaettler said LTF's ads rarely touch on AI, instead concentrating on issues that are popular for each candidate. Guardrails Alliance's ads, by contrast, are specifically about who is taking money from the AI industry.

“Our goal is to make AI money politically toxic,” Blaettler said.

By the numbers

• $4.8 million — spent by American Mission and Building the Future backing South Carolina Senate candidate Darline Graham, who lost
• $500,000-plus — spent by American Mission apiece on Aaron Flint in Montana and Laurie Buckhout in North Carolina, both of whom lost
• $3 million — Public First's contribution to a PAC supporting California state Sen. Scott Wiener
• $1 million-plus — spent apiece by Guardrails Alliance opposing Jimmy Gomez and Aaron Flint
• $300,000 — spent by Guardrails Alliance supporting Angela Gonzales-Torres
• $27.38 million — LTF's primary spending, including $8 million against Alex Bores
• Close to $30 million — AIPAC's spending in the Michigan Senate primary

Why it matters beyond one election

For anyone watching how AI policy gets made, the results suggest that heavy spending does not reliably translate into friendly lawmakers. The groups themselves say they are staying in the fight — LTF toward 2028 primaries, Guardrails Alliance toward the candidates AI money supports — which means the next cycle could see the same experiment run again, at larger scale and with more of the spending done early.

For companies in the AI sector, the more uncomfortable lesson may come from Blaettler's argument: that visible political spending can itself become a liability for the candidates it is meant to help. That is an inference drawn from one midterm and a single outlet's reporting, not an established rule. But if it holds, the groups with the deepest pockets may find that the cheapest way to influence AI regulation is to stay out of the most watched races.