Startup -Pfad der polnischen Wissenschaftler kündigt den Durchbruch der KI -Argumentation an

From the article 

Solving the „generalization over time“ problem is among the „holy grails“ of the AI world – a goal numerous top scientists around the world have unsuccessfully strived to reach for some time now. The new, groundbreaking AI architecture created by Poland’s Pathway startup seems to have done just that – creating a digital structure similar to the neural network functioning in the brain, and allowing AI to learn and reason like a human.

This article is a nightmare. Here’s the paper: https://arxiv.org/abs/2509.26507

> We confirm empirically that specific, individual synapses strengthen connection whenever BDH hears or reasons about a specific concept while processing language inputs.

ngl, still sounds a lot like any other kind of reinforcement learning. Anyway their breakthrough is to attempt to model neurons in as in the human brain.