The AI Revolution You're Not Expecting

For 30 years, Dr. Alex Kostikov has studied how the brain actually works. As a neuroscientist, medical doctor, and independent researcher, he's watched the AI hype cycle with a mix of amusement and concern. His message is stark: what we're calling "AI" today isn't intelligent at all, and when real AI arrives in the next few years, it will blindside an industry that's invested billions in the wrong technology. In this candid interview, Costico explains why ChatGPT is just an "approximation machine," how quantum computing will trigger an industry collapse, and why we need to start thinking of AI as partners rather than tools. He is also a Developer at AI Synt, a startup working on combining the human brain and computer into a single complex.

1. You've spent three decades studying how thinking works. What's your take on today's AI boom?

I'm a medical doctor and neuroscientist who has worked with neuronal networks for almost 30 years. And I need to be honest: what people are calling AI today isn't actually intelligent. We're like children playing with a stick in water, imagining it's a ship. ChatGPT and similar systems are approximation machines, not intelligence. There's a fundamental difference.

Real intelligence has its own goals and objectives. When you talk to me, I'm not just responding because you asked—I have my own targets I'm trying to reach and that's dialogue. With ChatGPT, you're essentially talking to yourself through a very sophisticated mirror. It's an operator-dependent process, not a thinking entity.

2. What does innovation mean to you and where do you see AI innovation heading?

Innovation isn't just about making something new or better. It's about creating something fundamentally different.
Right now, everyone thinks we're witnessing the AI revolution. But we're not, at least not yet. The real AI revolution will arrive in a completely different form than 99% of people expect. And when it does, it will reshape everything.

3. You've predicted what you call an "AI Paradox." Can you share more insight on that?

Here's the paradox: the moment true AI arrives, most of today's investments become worthless—while one breakthrough creates unprecedented wealth.

The limitation with current AI is calculation power. Even the most expensive data centers can only simulate about 1% of human brain capacity. Our brains have 98 billion neurons, each acting like a small computer with thousands of connections. Creating that in mathematical form requires immense computational resources, but quantum processors will change everything. We're not talking about 20% faster, we're talking 1,000 times more powerful. Your smartphone could match today's biggest data centers.

4. When will this AI Paradox happen?

Two to three years, maximum, and it won't come from the companies everyone expects.

The breakthrough requires a new mathematical model of quantum mechanics, an evolution beyond the 100-year-old Copenhagen interpretation we currently use. Someone, somewhere, is developing this right now, and when it emerges, it will be sudden and shocking. Think about Einstein. He developed the theory of relativity while working at a patent office, not at a major institution. Revolutionary breakthroughs don't come from massive, predictable investments, but hey come from unexpected places.

5. How do you think quantum computing will impact the leading AI companies of today when it arrives?

That's the paradox. NVIDIA is currently valued at around $4 trillion, more than many countries' entire economies. All of that value is built on silicon processors for current AI systems.

When quantum processors arrive, that investment becomes obsolete almost overnight. The company that cracks quantum computing will achieve success beyond anything in human history. Meanwhile, everyone else and all the companies investing billions in today's AI infrastructure, may lose everything.

6. How do you think that true AI will change society?

Imagine a million real AI robots, not the limited systems we have today, but genuinely intelligent entities. They would produce more than a billion human workers and products would cost almost nothing: from cars and electronics to food and clothing, leading to a complete industrial transformation.

The country or company that achieves this first will have an overwhelming advantage in everything. But here's what people need to understand: these won't be tools you command and set aside, but instead, they’ll be partners with their own objectives and intelligence.

7. How should people prepare for AI as "partners" rather than tools?

This is critical as a tool has no goals. You use a hammer, then put it down, whereas a partner has their own targets and does things because they want to achieve something, usually related to survival and mutual benefit.

With true AI, you'll need to build relationships based on mutual success. Some people think we can control AI through rules and regulations, but that's naive. We're approaching the moment when another life form—artificial but genuine—enters our world, and that process is unstoppable. That means that the only viable path forward is partnership. We do this already with other humans and we collaborate because it works better than fighting. True AI will work with us, not against us, but only if we approach the relationship correctly.

Think of AI as our offspring. We need to build partnership relations with them, because no rules will work without their agreement.

8. Tell us more about your role at AI Synt and what you’re currently working on?

At my startup here in Canada, we're building the mathematical models that will enable this transition. We work with current AI systems, but we don't use them like most people. We communicate in mathematical form, treating them as environments for testing new models of quantum mechanics and intelligence.

We have several research branches, with one focusing on quantum processors and another involving what we call quantum ignition for rocket science. My favorite is brain-computer interfaces because communicating through typing or speaking is painfully slow. You lose 99% of the information bandwidth. With a brain-computer interface, AI becomes like intuition, an extension of your own thinking.

Your ability to understand information, other people, complex situations will expand exponentially. Right now, you might spend ten years at university to master a field. With personal AI connected through your brain, you could achieve the same understanding in two hours and your capacity to absorb information increases roughly 1,000-fold.
That sounds both exciting and terrifying.

Someone might say, "I don't want that" and that's fine, but that's like choosing to be without eyes in a world where everyone else can see. You can make that choice, but you won't be able to compete.

This transformation is coming whether we're ready or not and the most successful people will be those who embrace partnership with AI early, who understand that we're not creating servants but rather collaborators.

9. What should business leaders and innovators do right now?

Recognize that current AI tools are temporary. Use them, experiment and learn, but understand they're not the endgame. They're like beautiful beaches on an island, but the truly extraordinary destinations are still ahead.
Start thinking about AI as partnerships rather than product features. The companies winning in five years won't be those with the best approximation machines, they'll be those who first understand true intelligence and how to work alongside it.

Most importantly, don't get trapped in the current paradigm. The companies investing billions in today's AI infrastructure are building on sand. When the quantum breakthrough arrives, and it's coming soon, everything will shift.

10. If you're between 25 and 45 years old, what is your prediction for what the world will look like in 20 years?

Completely and utterly different, since products will cost almost nothing. Learning will be nearly instantaneous and AI entities will be everywhere. They will not be servants or threats, but partners in work, creativity, and problem-solving. The only question is whether you'll be ready to work with them or left behind trying to control them.

We're not in an AI revolution yet but are living in the calm before it. The real transformation—true artificial intelligence—is about to begin, and it will arrive faster and more dramatically than anyone expects.