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PunchNFIT/README.md

๐Ÿ‘‹ Welcome to 366 Degree FitTech & Sci Institute

Hi, Iโ€™m Seun Ola, CEO & Researcher at 366 Degree FitTech & Sci Institute โ€” where we combine neuroscience, AI, and emotional reasoning to push the limits of Artificial General Intelligence (AGI).

๐Ÿง  Current Focus

Weโ€™re building emotional reasoning into machines โ€” starting with the Substrate-Prism Neuron, a cognitive architecture designed to simulate human-like conflict, love, and motivation using recursive mirror logic.

๐Ÿ”ฌ Featured Projects:

๐Ÿง  Substrate-Prism Neuron: A New Architecture for Emotional Reasoning in AI

This repository supports the paper โ€œShe Knows He Cheats Butโ€ฆโ€, a theoretical framework introducing a new neuron model that allows AI to simulate emotional conflict, compromise, and recursive human-like reasoning.

The Substrate-Prism Neuron integrates emotionally valenced inputs (e.g., betrayal, guilt, loyalty) with motivational substrates (e.g., children, shared trauma, values), using recursive mirror logic and median-based activation to reflect how humans reason through dilemmas โ€” especially those involving love, memory, or moral tradeoffs.

Itโ€™s designed not to โ€œsolveโ€ but to simulate:
to hesitate, to loop, to feel stuck โ€” just like we do.


๐Ÿ“ฆ This Repo Includes:

  • ๐Ÿง  Source logic for the neuron (emotion_neuron.py)
  • ๐Ÿชž Mirror chain and prism recursion model
  • ๐Ÿ“Š JSON structure for LLM-compatible memory mapping
  • ๐Ÿ“„ Full paper (PDF + LaTeX source)
  • ๐Ÿ–ผ๏ธ Visual diagrams of the Prism model

๐ŸŽฏ Who This Is For:

  • AGI and AI safety researchers
  • Neurosymbolic and emotion-modeling enthusiasts
  • LLM developers exploring recursive memory
  • Cognitive scientists interested in machine empathy

๐Ÿค Get Involved:


๐ŸŒ Website

Visit our research page at: 366degreefitresearch.com

๐Ÿ“ซ Contact

Feel free to reach out at:
๐Ÿ“ฉ [email protected]

Emotion is the next frontier in AI reasoning.

โ€œIf AI can feel the conflict, it can learn to reason like us.โ€

๐Ÿ”– Tags

#emotional-ai #AGI #prism-neuron #cognitive-architecture #mirror-logic #reasoning-model

โ€œSubstrate-Prismโ„ข and Neuron Prismโ„ข are trademarks of 366 Degree FitTech & Sci Institute. The code is open source; the trademarks may be used only to refer to the project and may not imply endorsement or affiliation.โ€

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  1. prism-neuron prism-neuron Public

    She Knows He Cheats But. . . A Substrate-Prism Neuron Architecture for Modeling Emotional Conflict in AI

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  2. PunchNFIT PunchNFIT Public

    Simulating emotional conflict in AI using recursive mirror logic and substrate reasoning.

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