Hi, my name is Jamin, and welcome to my channel, Neural Nutshell. I have a background in computer science, but more importantly, I've spent years studying artificial intelligence out of genuine concern.

I run this channel personally. I write the scripts, add my own commentary, and work closely on the editing to turn videos into clear, original analysis. I have one goal for this channel: make you think.

On this channel, I break down the ideas and frameworks of thinkers like Geoffrey Hinton, Eliezer Yudkowsky, and Stuart Russell, then compare what they say to what is unfolding in real time. We look at frontier model capabilities, alignment failures, lab race dynamics, economic disruption, and existential risk through the lens of incentives, constraints, and trajectory.

The goal here is not to push an agenda, but to think clearly about where things may be heading next, while there is still time to think at all.