The fight over how the United States regulates artificial intelligence just got a new player — and it’s not coming from the left.
A coalition of conservative advocacy groups has formally launched a campaign to push for what it calls “common-sense” guardrails on AI development. The Alliance for a Better Future (ABF) is positioning itself as both pro-innovation and pro-family, a pairing that reflects a broader tension inside the American right over how to handle the unchecked growth of Big Tech.
The coalition’s arrival is notable for what it signals: AI regulation in the U.S. is no longer a single-lane political conversation, and the lobbying battle over federal policy is about to get significantly more complicated.
Big Tech Has Been Working the Room — ABF Wants to Change That
ABF CEO Janet Kelly didn’t mince words when describing why the coalition launched. In her framing, major technology companies have spent considerable resources pushing lawmakers toward a regulatory outcome that benefits them — not the public. Kelly accused Big Tech of lobbying Congress to “give AI companies regulatory and legal amnesty and ensure Washington writes the rules their way, while eliminating state protections.”
That’s a pointed accusation, and it lands in the context of a federal policy environment that has largely resisted binding AI legislation. For years, the dominant industry position has been that self-regulation and voluntary frameworks are sufficient, and that heavy-handed rules would stifle American innovation at a moment of intense competition with China.
ABF is challenging that framing head-on. The group’s argument is that “pro-innovation” and “pro-accountability” are not mutually exclusive — and that accepting the tech industry’s preferred policy posture on faith is not a conservative value.
Where This Fits in the Broader Legislative Picture
ABF’s launch doesn’t exist in a vacuum. The White House recently issued AI policy recommendations of its own, and Senator Marsha Blackburn (R-TN) has put forward a legislative AI framework that reflects the kind of structured federal approach ABF appears to be aligned with.
Blackburn has been one of the more consistent Republican voices pushing for actual legislative action on AI rather than indefinite delay. Her framework addresses data privacy, algorithmic accountability, and consumer protections — ground that has historically been contested between federal preemption advocates and those who want states to retain authority to act.
That last point is central to ABF’s position. The coalition is explicitly opposed to federal legislation that would wipe out existing state-level AI and privacy protections — a key ask from several major tech companies that would prefer one national standard (written on favorable terms) over a patchwork of tougher state laws.
Why This Matters for Privacy and Compliance Professionals
For compliance officers and privacy practitioners, the emergence of ABF adds a meaningful new variable to an already uncertain federal landscape.
If the coalition gains traction in conservative circles — particularly in the House — it could harden opposition to any AI legislation that reads as a tech-industry giveaway. That creates an opening for more substantive federal privacy and AI accountability requirements than industry lobbying has so far allowed.
It also keeps alive the possibility of state-level protections surviving federal preemption attempts. For organizations currently building compliance programs around state AI and privacy laws — California, Texas, Colorado, and others — ABF’s opposition to blanket federal preemption is worth watching closely.
The coalition’s “pro-family” framing also hints at specific policy priorities: content moderation, algorithmic protections for minors, and potentially restrictions on AI-generated content. These are areas where conservative and progressive concerns have quietly overlapped, and where bipartisan legislation has historically had the best chance of moving.
The Lobbying War Over AI Rules Is Just Getting Started
The honest read here is that no comprehensive federal AI legislation is imminent. But the political dynamics are shifting. ABF joining the field means that tech companies can no longer count on blanket Republican support for a light-touch federal approach — and that the companies most aggressive in their lobbying may now face organized conservative pushback.
For the compliance community, that translates to continued regulatory fragmentation in the near term. State laws will keep developing. Federal proposals will keep competing. And the organizations best positioned to weather it are the ones building flexible, auditable AI governance programs that don’t depend on any single legislative outcome to remain defensible.
The Alliance for a Better Future may be new, but the fight it’s entering has been building for years. Expect it to get louder before it gets resolved.
