The KAN Revolution Arriving at AI

The Death of Deep Learning?

Ignacio de Gregorio
13 min readMay 24, 2024
Generated by the author using ChatGPT-4o

Few papers released this year have spurred more controversy than the presentation of Kolmogorov-Arnold Networks, or KANs, a new type of neural network that could potentially substitute one of the main pillars of the AI revolution, and essential components of tools ranging from ChatGPT to Stable Diffusion, or Sora.

In fact, KANs could change how we create AI entirely, as they aim to switch the very foundation on which we have created the AI industry.

This may sound like a handful of overly pompous claims, but as you'll see right now, this is exactly what we are looking at.

You are probably sick of AI newsletters talking about how this or that **just** happened. And these newsletters abound because coarsely talking about events and things that already took place is easy, but the value provided is limited and the hype exaggerated.

However, newsletters talking about what will happen are a rare sight. If you’re into easy-to-understand insights looking into the future of AI before anyone else does, TheTechOasis newsletter might be perfect for you.

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Ignacio de Gregorio

I break down frontier AI systems in easy-to-understand language for you. Sign up to my newsletter here: https://thetechoasis.beehiiv.com/subscribe