Research · 2026-10-19

Researcher says the AI world 'was looking at it wrong': what happened

Goodfire researcher Nick Cammarata published a major post about neural networks, which sparked lively discussion online.

✨ What happened

Goodfire researcher Nick Cammarata began a long blog post with the words 'I think I have good news about the nature of neural networks.' The text is about 26,000 words long.

According to MIT Technology Review, the post quickly drew attention in the AI world. Some started actively discussing it and making guesses, others openly welcomed it, and some remain cautious.

📌 What neural networks are in simple terms

A neural network is a program that learns from large amounts of data and looks for patterns in it. It got its name by analogy with the brain, although it works differently.

Much research is devoted to understanding how exactly such a network arrives at its answers. This is the field where researchers like Cammarata work.

🔹 Why it matters

When scientists better understand how AI systems work, it becomes easier to test them, fix errors, and explain to people how they make decisions.

The details of the idea Cammarata presented are not disclosed in the excerpt of the article, so it is hard to say for now how much it will change experts' views. It is worth following further discussions and comments from independent experts.

Sources: 🔗 MIT Technology Review — AI