Big tech executives love playing two games at once. They race to push the absolute limits of artificial intelligence, and then they run straight to Washington begging for strict government rules. It sounds noble on paper. They frame it as public safety. But if you look closer, asking for a rulebook is often just a clever way to pull up the drawbridge behind them so smaller competitors can't climb the wall.
US Vice President JD Vance called out this exact corporate sidestep during an appearance at the All-In Summit. His message to frontier AI labs was blunt and refreshing. If you are building a monster, stop building it. Don't create something volatile in a lab and then ask the federal government to clean up your mess with heavy-handed regulations.
The Trouble With Regulatory Capture in Silicon Valley
Let's be honest about what is really happening here. When multi-billion dollar tech giants lobby for compliance frameworks, they aren't doing it out of the goodness of their hearts. Compliance costs money. Huge legal teams, expensive safety audits, and rigid licensing requirements are minor speedbumps for a trillion-dollar enterprise, but they are fatal for a scrappy startup operating out of a garage.
By inviting the government to write the rulebook, established labs effectively outsource their market defense to Uncle Sam. They get to slap a "safe and responsible" label on their products while locking out open-source alternatives and nimble challengers. Vance spotted this Trojan horse dynamic immediately. You cannot spend billions scaling up autonomous systems that scare even your own researchers, only to turn around and ask politicians to save you from your own roadmap.
Why the White House Prefers Liability Over Red Tape
The administration's stance isn't about letting tech companies run entirely wild. Instead, it shifts the burden of accountability away from pre-emptive bureaucracy and places it squarely on the outcome. If a company sells a product that wreaks havoc or causes massive direct harm, they get sued into oblivion.
That is a completely different mechanism than asking a federal agency to approve every training run or model update. Market liability creates a massive, immediate incentive to build things safely. If you know your balance sheet is on the line if your software fails catastrophically, you will test it properly. You won't need a government bureaucrat holding your hand through the deployment cycle.
The Real Bottleneck is Power, Not Red Tape
While Silicon Valley keeps getting distracted by philosophical debates over existential risk and global governance bodies, a much more physical constraint is staring us in the face. Energy.
You cannot scale frontier intelligence on good intentions and PowerPoint slides. You need massive data centers, and those data centers require staggering amounts of electricity. Vance pointed out a glaring historical shift during his summit remarks. Back in 2005, China crossed the threshold of generating more power than the United States, and American electricity generation largely flatlined while global demand exploded.
If the United States wants to maintain technological dominance, the answer isn't slowing down under a blanket of precautionary regulations. The answer is building more capacity. We need an abundance mindset when it comes to power generation, aiming for electricity that is cheap and plentiful rather than rationing progress because our grid can't handle the load.
What This Means for Builders and Founders
If you are working in the tech space right now, the signal from Washington is clear. Stop looking for political cover to justify your product roadmap.
Stop asking for permission structures that protect incumbents. Build resilient systems, accept the liability that comes with deploying powerful tools, and focus on physical infrastructure like energy and compute. If a model is too dangerous to let out of the lab, the solution is simple. Put down the keyboard and stop building it.
Take responsibility for your own code instead of outsourcing your ethics to Congress.
JD Vance to AI Labs: Don’t Build “Frankenstein” and Then Ask for Government Regulation
This video captures the core of JD Vance's remarks at the All-In Summit regarding AI labs and regulatory accountability.
