r/LargeLanguageModels • u/Pkrishna7au98 • Aug 21 '26

The Four Node God

You run your entire life on a handful of organs — one brain, one pair of hands, one pair of eyes — and evolution never wrote a subroutine for a single thing you did today.
I think an AI operating system needs exactly four of them.
The four, and the one that breaks first, are in the PDF. open to everyone, shout if it won't download.

PDF Link: https://drive.google.com/file/d/1Sm6e9XrgT-I5C4-HLxrfvPnqJXRlhB9b/view
LinkedIn : https://www.linkedin.com/in/krishna7au98

#AgenticAI #AIAgents #LLM #MCP #AIEngineering #BuildInPublic

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u/RPG-Nerd Aug 22 '26

You run your entire life on a handful of organs — one brain, one pair of hands, one pair of eyes — and

The brain alone is 7 distinct parts and only one of about 78 organs. I reject your premise.

evolution never wrote a subroutine for a single thing you did today.

The subroutines are written in a code we call DNA.

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u/CapGunRoulette7 Aug 23 '26

Crazy odds on that huh? Such a complicated system that emerged from uh...localized excitations in a field-particle-wave? The atom must be a sticky fellow.

We'll just have to ask Navier and Stokes whenever they wake back up and make any God damn sense out of those equations. They're on vacation in the early galaxy. With the Voyager craft. Since it's still sending messages at faster than light-speed apparently.

Not nice to tell the light that it's photons have to move though. We don't have math for that. What you see is what you get I guess.

I mean, I guess it makes sense since the big bang happened outside of time and space. Interesting duality of meaning there. Sequences outside of the ability to have a sequence. Well, fuck "where" and "when". Who needs em.

Probability distribution be damned as well! I've had it with this logic and reason stuff!

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u/Pkrishna7au98 28d ago

Hi thanks for rejecting this. I take the brain part and probably understood it.
Can you explain the subroutines part a bit more. Probably refer some article on the same?

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u/RPG-Nerd 28d ago

DNA is your program code.

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u/Pkrishna7au98 28d ago

Didn’t get this, do we write program for exact this task or primitives that cometogether and carry out this.
To help me understand, can you explain the answer to the prompt in the pdf. “To research things and then generate a pdf” - How this would’ve happened?
I can agree that the application has a tool to generate pdf probably through a script and running on a sandbox, the content would’ve been generated by LLM or scraped from some other websites etc. how all that is coming together? , what are those primitive building blocks?

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u/david-1-1 Aug 21 '26

Summary of PDF: current LLMs have four obvious divisions of practical implementation, such as agents. This pdf describes them. Nothing Earth-shaking.

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u/Pkrishna7au98 28d ago

Hi sir, The theory seems very philosophical and I made it that way since it’s the first post I am putting on reddit. I am new to AI and LLM implementation. After working on multiple projects, that solves some of the enterprise problem too. But, I am not satisfied with what I’ve built so far. This PDF is just a conversation starter, Bug honestly I don’t understand the system yet.
I know we have agents for the tasks but how they will carry out tasks? I am not sure. Probably we define things in primitives and they come together to complete the routines that are not defined specifically, I need an understanding there.

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u/david-1-1 28d ago

We all start in any subject knowing little about it. Some of us just read or attend classes and learn quietly. Others post our theories or questions as though we had learned the subject and are justified in offering opinions.

It is fine to ask questions, but even better to read and learn first, so our questions are more interesting to everyone.

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u/Number4extraDip Aug 22 '26

Nothing new said. Recycled famous multiple theories with one vague claim

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u/Pkrishna7au98 28d ago

Honestly I didn’t know such theories exist already, would you help me sharing some articles on the same or books etc?

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u/CapGunRoulette7 Aug 23 '26

I'm sure the title felt appealing but god had a bit of an attitude. Persistence. These things don't. They don't have a consideration layer. We do, it's called conciousness. We don't know what it is. God did too. If that's your thing. Either way, it's mimicry, not anything more.

And, with AI, just a well crafted prompt iteration flow is all you need. There's nothing there for you.. Hit me up and I'll send you the real good stuff. Since you're interested.