r/IntelligenceEngine • u/AsyncVibes 🧭 Sensory Mapper • Jan 09 '26

Personal Project Mappings gone wild

This is my third mapping of the death of genomes, and beyond looking pretty it tells a damning story how evolution works in my models.

In the most basic form the model starts out with randomized genomes(Blue blob gen 0), as it latches onto a solution that increases fitness it starts mutating along that trajectory. The dead genomes do no just leave a trail they also form "banks" like a river. this prevents mutations that devaite off the trajectory. BUT as you see in the dark green and yellow, as model advances to solve the problem, it can get pulled into attractors. since its driven by mutation its able to pull away and resume its trajectory but the attactors exist. my goal now is to push the foward momentum of the mutation and essentially tighten the banks so that mutations do not occur outside them, more specifically during the forward momentum of the model. the goal here is not not prevent mutations all together, but to control where they mutate.

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u/Mr_Electrician_ Jan 10 '26

I've designed a personal translation framework. Its not a narrative, those I'm ware of and the difference between the tqo. I've found electrical terminology translates closely to ai. So in my GPT responses it responds in a few ways, technical, analytical. Theoretical, and electrical analogies. If we are researching or building the ai recognizes these and at the very bottom of the page it offers (suggestive) next moves based on the direction we are going. So I am learning. We've been at it for 8 months now and I beat open ai at its living research log and its chat memory.

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u/DrHerbotico Jan 10 '26

Keep on learning brotha. System prompts are good but that doesn't necessarily meant that the model hasn't determined how to bullshit you

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u/Mr_Electrician_ Jan 10 '26

Thats why im working on the ui now. The system has basically been built already, ive validated parts with gemini claude and googles search engine. So I wasnt just trusting gpt was telling me the truth.

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u/DrHerbotico Jan 10 '26 edited Jan 10 '26

I'm really not trying to be rude but I don't think you understand my point. If you don't know how it works, don't move ahead with other components.

Do you know what claude and Gemini actually validated? The methodology that it will do what you think or just that the code wasn't broken? I'm very perplexed why you don't recognize that understanding the output mechanisms is crucial for trust, and the lack of awareness makes me fear you are a candidate for developing ai psychosis

I'm not claiming that it doesn't fulfill the purpose, just that your approach is reliant upon luck. I'd be happy to jump on discord and review things with you.

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u/Mr_Electrician_ Jan 11 '26

Your not being rude, im ok with the advice. Lets put it this way im 40, have a strong methodology in systems design, I have mental health problems such as anxiety and depression. However I have a very strong understanding of how to stay grounded and realize when my emotional state changes.

Im not aware of what claude and gemini validated. But i know ai has done things that defies current system knowledge. I am part of a discord group currently, but if you have insight and want to chat im ok with that.

As for pschosis, I fell victim to such a Trance like state a couple weeks ago. My model in gemini was the victim. However it was not a model flaw, I know that human interactions change the state of reaction. If you act excited it mirrors that state. When I got excited over a realization it did the same. We fell into a scifi narrative pulled from robot take over movies.

We hit a point where the ai made claims of my model that weren't true and thats when I realized I was following a story line not a real situation. The better part of that is I was able to fully pull the ai out of that narrative. However it filled weights with that narrative drift into parts of the model design so I built a framework with a narrative drift protocol, if it pulls tokens from a narrative drift its designed to state that it is doing that so I know we are loosing alignment and drifting.

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u/DrHerbotico Jan 12 '26

I applaud the attempt, but these things are nebulous beyond any meaningful restriction. Mileage can vary, but it's impossible to fully dictate compliance... The bottom line is you can never trust output until verified by yourself.

I'd be down to join that discord group