Comment by samusiam
7 hours ago
I think System 1 is a great term. System 1 is fast, intuitive, and automatic. It describes decision-making that happens without explicit reasoning or deliberation. System 2 is the opposite: it's the more deliberate, "executive functioning" side of cognition -- the part that reasons through a problem before arriving at an answer. That's also what state-of-the-art LLMs do before they respond. Jev doesn’t do that kind of reasoning. It just decides.
I don't like anthropomorphizing terminology applied to LLMs, in general, so I kind of object to it on that grounds, rather than whether System 1 means "fast".
so whats the difference between this and a non-reasoning LLM, or just any generic classifier method that necessitates a new term? there is nothing more intuitive or automatic about jev or this than any of the other currently used AI models
The difference is the the joint embedding of actions and state which are fined tuned for certain outcomes. The bulk of the weights are just a forward pass on an LLM (Nemotron).
I wonder if there are research on when system 2 keeps taking over because system 1 has derailed.