The Government Should Not Be the Kill Switch for AI

Once the government becomes the kill switch for models, the entire AI ecosystem starts moving from innovation into permission-based computing.

This is the part nobody wants to say out loud: locking down models does not stop bad actors. It mostly stops normal people.

The average person does not have the hardware to run frontier models locally. They do not have racks of GPUs sitting in a basement. They are not training giant models from scratch. They are using AI to code, write, learn, build businesses, automate work, and compete with companies that already have every advantage.

The people who actually do have the hardware, money, technical skill, and motivation to do serious damage already have the ability to find ways around restrictions. They already know how to use open tools, private systems, leaked weights, custom infrastructure, and underground methods.

So who really gets hurt when access is shut down?

• The builders.
• The small teams.
• The independent developers.
• The students.
• The startups.
• The people trying to use AI to finally punch above their weight.

That is why I believe models should be open sourced. Not because there are no risks. Of course there are risks. Every powerful technology has risks. But closed access controlled by a handful of companies and government agencies is not the answer.

Open source creates sunlight.

• Open source lets researchers inspect the system.
• Open source lets defenders build better tools.
• Open source lets startups compete.
• Open source stops AI from becoming a private weapon owned by trillion-dollar companies and regulated by people who barely understand the technology.

The argument that models are too dangerous for the public sounds responsible until you realize what it really means.

• Only approved institutions get intelligence.
• Only approved companies get capability.
• Only approved countries get access.
• Only approved people get to build.

Because if intelligence becomes infrastructure, then controlling intelligence means controlling who gets to create, who gets to compete, who gets to speak, who gets to build, and who gets left behind.

Yes, we need safeguards. Yes, we need monitoring. Yes, we need responsible deployment. But we should be extremely careful about letting governments decide which models the public is allowed to use.

The internet was not built by asking permission every time someone wanted to launch a website. Open source software was not built by waiting for regulators to approve every package. The AI future should not be built behind locked doors with government switches on the wall.

If a model is powerful, study it. If it has risks, document them. If it can be improved, improve it. But do not pretend that shutting off access protects the world when the people most affected are the same people trying to build something honest with it.