Beyond Ideas

We're one algorithm away from the next AI hype. But there is one algorithm that is not subject to hype cycles: the Master Algorithm.

Business Implication of
The Master algorithm

We are only one algorithm away from the next big hype in artificial intelligence. Over the past decade, we've seen AI go through phases of intense popularity: from neural networks driving image recognition to LSTMs enhancing voice recognition, and transformers revolutionizing language models. Each new algorithm was celebrated as a major step towards artificial general intelligence.

However, hype can be misleading. It's like a lively party that ends with everyone regretting their indulgence – or in investor terms, leaving them broke and wishing they could forget how much they poured into fleeting promises.

Smart investors and business executives stay ahead of the hype cycles. In AI, this means focusing on the direction of the underlying science. Because if there is one algorithm that won't be just a one-night stand with the marketplace, it's the Master Algorithm.

If you're unaware of the Master Algorithm, it's an algorithm that, in theory—assuming we ignore any hardware limitations—can learn anything that is possible to learn in the universe and perform any task that is possible to do in the universe.

This might seem impossible. How can one algorithm be capable of learning and performing any task, even those we have yet to invent? This idea isn't just a fantasy from computer science; it has roots in neuroscience. Vernon Mountcastle became famous when he argued in his paper that the neocortex appeared to run a common functionality. In geek speak, that's a single algorithm.

I've long argued that if such an algorithm exists, it would be a pure implementation of intelligence. And that's a problem. Aside from the Theory of General Intelligence, there is no scientific definition of intelligence. It would be impossible to implement a single algorithm if we have no idea what intelligence truly is. That's why I began my career by conducting a scientific inquiry into the nature of intelligence, resulting in the Theory of General Intelligence.

Now, let's assume we can build this Master Algorithm. Can you imagine the implications for the business world? One algorithm that can accurately predict the weather, write fiction, develop code for the next blockbuster video game, and more. This isn't just another hype cycle; it's a complete rewrite of what business means.

The question now is: How far are we from the Master Algorithm, and what short-term implications are there for business as we move towards the development of this algorithm? These are the questions we aim to answer at our Artificial Superintelligence & Its Impact on Humanity event.

Click here for our next Artificial Superintelligence & Its Impact on Humanity event

Don’t miss out on the latest research and events. Sign-up for our newsletter.