80s computing era meets small local decision models

Hi all, I've been working super hard about something that I've been super passionate about, the successor to https://www.reddit.com/r/LocalLLaMA/comments/1r7nw6r/write_assembly_language_that_runs_on_an_llm/ Github: https://github.com/HuyNguyenAu/amber-8 I thought it would be fun to explore what would happen if people using assembly in the past would have access to local models. It's like a giving a caveman a bazooka, it sounds so poetic, I think. With the new decision models coming through, I realised that this is perfect for being about to bring the "analog world" to the "digital world", so imagine I want a small program to adjust the room temperature: ``` psh "It's too dark to read and I am sweating." br temperature end temperature: dup psh "How does the room temperature feel?" psh [ "Much too cold" "Cold" "Comfortable" "Warm" "Much too warm" ] scl ; Stack = [confidence, score, feedback] psh 0.5 ge ife adjust ask_person ret adjust: psh 2 sub ; "Comfortable" is index 2 psh -3 mul ; 3 degrees celsius per step prt ret ask_person: pop psh "Unsure about the temperature: passing to a person." prt ret ``` What you see above is a prompt being broken down into the probabilistic or human judgement part and the deterministic code part. What's your thoughts on this? Be happy to hear!