Neuron-filled chips" refer to a new field of technology called biocomputing or wetware computing, where living biological neurons (often human) are integrated with silicon hardware.

Unlike traditional AI which uses software to mimic a brain, these systems use actual living brain cells to process information.

https://knowledgezone.co.in/posts/Neuron-Filled-Chips-69cf46449ac599b216f3e077