The fight over AI regulation in Washington isn't between tech companies and government; it's between AI companies themselves, split into three distinct camps with fundamentally different visions for how AI should be governed. In 2025, tech and AI firms spent more than $100 million on federal lobbying for the first time ever, with the central question dividing them: should the federal government write one set of AI rules that override state law, or should states be allowed to regulate separately ? The answer will determine whether AI companies face fifty different regulatory regimes or a single, lighter-touch federal standard.

Why Is the AI Industry Spending $100 Million on Lobbying?

The core disagreement centers on a single issue: federal preemption. Frontier AI labs like Meta, Google, Amazon, and OpenAI argue that fifty separate state regulatory regimes would be impossible to navigate and would hand competitive advantage to China. They're pushing for one federal framework that overrides state law. The stated reason is compliance simplicity; the unstated reason, critics argue, is that a single light-touch federal standard is far easier to live with than fifty state experiments, some of which include liability requirements and mandatory safety disclosures.

The spending reflects the intensity of this fight. In the first quarter of 2026 alone, eleven top tech companies spent $20 million on federal lobbying, roughly $226,000 per day. Meta led the charge at $7.1 million, followed by Amazon at $4.4 million and Google at $2.9 million. But the newer development is that frontier labs themselves are now major players. Anthropic spent $1.6 million in Q1 2026, its largest quarter ever, up from $360,000 a year earlier, a jump of nearly 494 percent. OpenAI spent roughly $1 million, also a record, close to double its year-earlier figure. Both companies opened or expanded Washington offices, signaling that AI regulation is no longer a peripheral concern.

The labor market has moved with the money. A New York Times analysis found that roughly one in four of the country's approximately 13,000 registered federal lobbyists now work on AI at least once a year, up from 11 percent in 2023. This represents a dramatic shift in how Washington's policy infrastructure is organized around a single industry.

Which AI Companies Are on Opposite Sides of the Regulation Fight?

Here's where the story gets interesting: Anthropic and OpenAI, the two leading frontier AI labs, are on opposite sides of the regulatory divide. This is not industry versus government. This is industry versus industry. Anthropic self-reported a $20 million donation to Public First Action, a bipartisan network whose priorities directly invert the preemption camp's agenda. Public First wants to preserve state authority over AI, protect whistleblowers who expose dangerous AI activity, and require advanced-AI developers to disclose what they are building before release.

In Illinois, Anthropic and OpenAI are backing competing bills on whether frontier developers can be held liable for catastrophic harm. OpenAI supports a version that would not impose liability for an AI system that causes 100 or more deaths or more than $1 billion in property damage. The contrast is stark: one company wants strong state-level accountability; the other wants liability shields. This split reveals that the AI industry is not monolithic in its regulatory preferences.

How Are the Three Camps Organized?

• Federal Preemption Camp: Meta, Google, Amazon, OpenAI, Andreessen Horowitz, and Nvidia are pushing for one federal AI framework that overrides state law, arguing that fifty separate state regimes make compliance impossible and cede ground to China.
• State Authority Camp: Anthropic, Public First Action, and pro-regulation advocates want to preserve state authority over AI, protect whistleblowers, and require advanced-AI developers to disclose their systems before release.
• The Quiet Majority: Cloud providers, chip designers, data-center operators, and AI-for-X startups in healthcare, defense, education, and finance are not fighting over preemption but rather seeking procurement access, favorable export rules, energy and permitting for data centers, and favorable treatment within their own verticals.

Nvidia's lobbying spending, up sevenfold to $4.9 million in 2025, tracked a single outcome: the reversal of the ban on selling its most advanced chips to China. This camp is why AI lobbying spend keeps compounding even when a given bill dies. There is no one law that ends it.

How Are AI Companies Spending Money to Influence Elections?

The outside game is where the real money flows. Leading the Future, a super PAC backed by Andreessen Horowitz, OpenAI president Greg Brockman ($12.5 million), Palantir co-founder Joe Lonsdale, SV Angel's Ron Conway, and Perplexity, has raised roughly $140 million for the 2026 election cycle, entering the year with about $70 million cash on hand. This super PAC is explicitly modeled on the crypto industry's playbook, which spent more than $130 million through super PACs in 2024 and successfully remade the Senate's posture toward digital assets.

Leading the Future's first and clearest target was Alex Bores, a New York Democrat and former Palantir engineer running for retiring Representative Jerry Nadler's seat. Bores co-sponsored New York's RAISE Act, a state AI safety law. Leading the Future ran ads against him before he had even cleared a primary. This aggressive early intervention signals that the pro-preemption camp is willing to spend heavily to reshape the political landscape before the general election.

A second pro-industry network, Innovation Council Action, championed by White House AI adviser David Sacks, plans to spend upward of $100 million and has built a scorecard ranking lawmakers on alignment with the administration's AI agenda. Meta is backing a separate, state-focused super PAC reported in the $65 million range. On the other side stands Public First, roughly $50 million, pro-regulation, and bipartisan. Brad Carson, a former Democratic congressman, runs the affiliated Public First, which has pledged roughly $50 million for the midterms. The asymmetry the pro-regulation side is counting on is public opinion: polling on AI runs skeptical. Carson's wager is that sentiment closes the money gap.

What Legislation Is Actually Being Debated?

The preemption camp nearly won in 2025. Senator Ted Cruz tried to attach a state-AI-preemption provision to the GOP budget package; bipartisan resistance stripped it out. It returned as executive action, a December 11, 2025 White House executive order pushing federal AI standards and aimed at limiting state regulation. And it survives as legislation: Representative Baumgartner's American AI Leadership and Uniformity Act would write preemption into statute, and Cruz's SANDBOX Act would create a federal regulatory sandbox for AI.

The GUARDRAILS Acts and a States' Right to Regulate AI Act would void the December executive order outright. Neither side has the votes. Which is precisely why both sides are spending more than $100 million on the midterms; the votes are what the money is trying to buy.

Some legislation has already passed. The TAKE IT DOWN Act, banning nonconsensual intimate imagery including AI-generated deepfakes, was signed in May 2025. The Senate passed the DEFIANCE Act in January 2026, letting deepfake victims sue for up to $250,000. The NO FAKES Act covers voice, image, and election deepfakes. These are bipartisan, low-controversy, victim-focused measures, and they pass.

Why Are States Becoming the Real Battleground?

While Washington is gridlocked, the states are writing the actual rules. In California, AI and crypto firms spent $39 million influencing state politics in 2025. Meta spent at least $4.6 million lobbying California officials, its largest figure since it began advocating in Sacramento in 2010. Meta and Google each put $5 million into a single election committee. In New York, the RAISE Act is moving forward. In Illinois, Anthropic and OpenAI are on opposite sides of a frontier-AI liability bill.

The preemption camp is spending federally because it is losing locally. Federal gridlock plus a deregulation-minded White House means the AI rules with real force today are being written in Sacramento, Albany, and Springfield. A federal preemption statute is the off-switch for all of it. For anyone in communications, public affairs, or policy, the AI regulation fight is not a 2027 story. It is being decided now, in primaries, in state committee rooms, and in quarterly lobbying reports.