Why Most Founders Get AI Regulation Completely Wrong

Published 2025-12-20 · Updated 2026-05-23 · 8 min read · AI Ethics and Regulation · By Sahin Boydas

Everyone is panicking about the EU AI Act, but they're focusing on the wrong things. As a founder who's navigated three major regulatory shifts, I'll tell you why the real threat isn't compliance—it's something far more insidious. This is my counterintuitive guide to surviving the new AI rulebook.

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The Real Reason to Worry About AI Regulation (It's Not What You Think)

I just got off a call with a founder I invested in. Smart guy, great product, absolutely terrified. He’d spent the last week talking to lawyers about the EU AI Act and was convinced he’d have to shut down his European operations. "Sahin," he said, "the compliance costs are going to kill us."

I told him to take a deep breath and stop listening to the consultants selling fear.

Everyone is panicking about the wrong thing. Yes, the EU AI Act is a beast. It’s complicated, a bit vague, and has some sharp teeth. But if you think the biggest threat is a fine from Brussels, you are completely missing the point. I've navigated three of these major regulatory shifts in my career, from the early days of internet privacy to GDPR. The real danger is never the regulator. It's your competition.

The Compliance Trap

Let’s get one thing straight: building responsible AI is not optional. If you’re creating systems that can impact people’s lives, you have a duty to think about safety, fairness, and transparency. That’s just good engineering and good business. My investments in companies like Anthropic and my work on AI safety are a core part of my thesis. We should be building safe and aligned AI.

But the current panic isn’t about building better AI. It’s about paperwork. It’s about checklists, audits, and a cottage industry of consultants who profit from complexity. They want you to believe that survival depends on hiring them to decipher thousands of pages of legalese.

It’s a distraction. When we were scaling RemoteTeam, GDPR hit. The world went into a frenzy. Lawyers were charging $1,000 an hour to tell us we needed cookie banners. We spent a fraction of what our competitors did. We focused on the spirit of the law—giving users real control over their data—instead of getting lost in the letter. We built simple, robust systems. And you know what? It became a selling point. Users trusted us more. Meanwhile, our bigger, slower rivals were tangled in year-long projects to make their bloated software "compliant," a task they never quite finished.

This is the same playbook. The risk isn’t that you’ll fail a compliance check. The risk is that you’ll be so busy trying to pass it that you stop innovating.

The Unpopular Opinion That Could Save Your Startup

Here’s the part that gets me fired up. The real threat from the AI Act isn’t the act itself. It’s how large, entrenched incumbents will use it as a weapon against you.

Think about it. Who has the resources to hire a hundred-person compliance team? Who can afford to spend millions on lobbying to shape the interpretation of these rules? It’s not the two-person startup in a garage. It’s the tech giants who see AI as a threat to their dominance.

They will turn regulation into a moat. They’ll create complex, proprietary "compliance-as-a-service" platforms and then argue that using anything else is "high-risk." They will fund studies that show how open-source models are "dangerous" and require prohibitive levels of certification. They will use their army of lawyers to challenge your every move, burying you in legal costs until you give up or sell for pennies on the dollar.

I saw this happen with financial regulations after the 2008 crisis. The big banks, the ones who caused the mess, were the ones who wrote the new rules. The result? It became nearly impossible for new, innovative fintech companies to get a banking license. The incumbents locked the doors behind them.

This is the real danger of the AI Act. It’s a tool for consolidation. It threatens to turn the most exciting technological shift of our lifetime into a closed ecosystem controlled by a handful of giants. That’s not just bad for your startup; it’s bad for everyone.

Your Counterintuitive Survival Guide

So, what do you do? You can’t ignore the law, but you can’t let it paralyze you. You have to play a different game.

  1. Focus on the Product, Not the Paperwork. Build something so good, so useful, that customers can’t live without it. Build safety and responsibility into its core from day one. Don’t treat it as an afterthought or a checklist. When your product is fundamentally sound, the paperwork becomes a triviality.

  2. Embrace Openness. The biggest defense against regulatory capture is a strong open-source community. Support open models, contribute to open standards, and build in the open as much as you can. When I invested in Hugging Face, it was because I believe the future of AI has to be open and collaborative. A closed ecosystem benefits only the gatekeepers.

  3. Master the Narrative. Don’t let the fear-mongers define the story. Talk to your users, your investors, and the public about how you are building responsible AI. Be specific. Instead of saying "we value safety," say "we water-mark our generated images and have a red-teaming process that found and fixed these three critical flaws before launch." Concrete examples build trust far more than a compliance certificate.

  4. Pick Your Battles. Don't try to comply with every single clause of a 500-page document on day one. Understand the real risks. Is your AI system making life-or-death decisions? Then yes, you need to be incredibly rigorous. Is it generating marketing copy? The risk profile is different. Be smart and prioritize.

Don't Get Played

I’ve made over 200 angel investments, and the founders I see win are the ones who see the whole board. They don’t get bogged down in the move right in front of them. They see the game being played three, four, five moves ahead.

The game here isn’t about appeasing regulators in the EU. It’s about outmaneuvering incumbents who want to use regulation to kill you. It’s about ensuring that the future of AI is dynamic, innovative, and open—not a closed club for the rich and powerful.

Stop worrying about the fine. Start worrying about whether you’re building a company that can survive—and thrive—in a world where the old guard is trying to rig the rules. Build a great product, be transparent, and don’t let the fear stop you from building the future. '''

Frequently Asked Questions

Do all experts agree with this view?

No, and that's fine. The best ideas in business are often contrarian. I share my perspective based on my experience and data, but I encourage you to seek out opposing viewpoints and form your own conclusions.

How has this view evolved over time?

My thinking on most topics has changed significantly over the years. Early in my career, I held many conventional views that experience proved wrong. I try to update my beliefs when the evidence changes.

How can I apply this thinking to my own situation?

Start by identifying the core principle behind the opinion, not the specific example. Then ask yourself: does this principle apply to my context? If yes, test it in a small, low-risk way before going all in.

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