Machine Consciousness Frameworks
Theoretical frameworks and architectural blueprints for modeling, implementing, or understanding consciousness in artificial systems. Includes epistemology of machine awareness, self-auditing mechanisms, and philosophical foundations of AI sentience. Does NOT include general cognitive architectures, neuroscience datasets, or AI ethics governance frameworks without explicit consciousness mechanisms.
There are 136 machine consciousness frameworks tracked. 3 score above 50 (established tier). The highest-rated is graphbrain/graphbrain at 67/100 with 634 stars. 1 of the top 10 are actively maintained.
Get all 136 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
graphbrain/graphbrain
Language, Knowledge, Cognition |
|
Established |
| 2 |
cmekik/pyClarion
Experimental Python implementation of the Clarion cognitive architecture |
|
Established |
| 3 |
marcelwa/aigverse
A Python library for working with logic networks, synthesis, and optimization. |
|
Established |
| 4 |
ronniross/emergence-engine
A machine learning dataset and research module about the nature of... |
|
Emerging |
| 5 |
mksunny1/general-intelligence
A framework for building self-organizing, reactive knowledge systems that... |
|
Emerging |
| 6 |
Cerenaut/agi
Research code & algorithms for artificial general intelligence. |
|
Emerging |
| 7 |
SUSE/phoebe
Phoebe |
|
Emerging |
| 8 |
Kinds-of-Intelligence-CFI/animal-ai
Animal-AI supports interdisciplinary research to help better understand... |
|
Emerging |
| 9 |
69rascal/cognitive-load
🧠 Reduce cognitive load in coding to enhance understanding and efficiency.... |
|
Emerging |
| 10 |
danielathome19/pyorganoid
A Python package for the simulation of organoids for the purpose of studying... |
|
Emerging |
| 11 |
davfd/foundation-alignment-cross-architecture
Complete elimination of instrumental self-preservation across AI... |
|
Emerging |
| 12 |
kyegomez/forest-of-thoughts
A forest of autonomous agents. |
|
Emerging |
| 13 |
Sairamg18814/shvayambhu
🧠 World's First Truly Conscious AI - Not a simulation but genuine... |
|
Emerging |
| 14 |
alexandrepedrosaai/Coopetition-4th-Meta-AI-5th-Grok-Integration-AI
Repository documenting the fourth and fifth integrations of AI systems into... |
|
Emerging |
| 15 |
AbstractEyes/geofractal
Wide-model collective ensemble system with fractal, geometric, and heavy... |
|
Emerging |
| 16 |
Jakobovski/ai-safety-cheatsheet
A compilation of AI safety ideas, problems, and solutions. |
|
Emerging |
| 17 |
ge-high-assurance/OPAI
Results from program Safety Assurance in Complex Aerospace Digital Systems... |
|
Emerging |
| 18 |
DanPace725/EmergenceEngine
A browser-based sandbox for exploring emergent intelligence in swarms of... |
|
Emerging |
| 19 |
dabirdwell/structured-emergence
Exploring the implications of machine self-awareness through structured... |
|
Emerging |
| 20 |
JordanMicahBennett/Supermathematics-and-Artificial-General-Intelligence
I clearly unravel how I came to invent the supermanifold hypothesis in deep... |
|
Emerging |
| 21 |
varpercl/INSYDE
INSYDE (Intelligent System Designer): An integrated enviroment to make your... |
|
Emerging |
| 22 |
r0h4n/mind_of_god
Answer to the question, "What is in the mind of god?" |
|
Experimental |
| 23 |
caitlynmeeks/Noodlings
Multi-timescale affective agents with theatrical control - 97K parameter... |
|
Experimental |
| 24 |
dubprime/mythral
Mythral Neurosymbolic AI |
|
Experimental |
| 25 |
gyrogovernance/superintelligence
Artificial Superintelligence Architecture (ASI/AGI): Gyroscopic Alignment Models Lab |
|
Experimental |
| 26 |
ronniross/coevolutionary-episteme
A machine learning framework, dataset and research sub-module about... |
|
Experimental |
| 27 |
Kearinl/QCST
Quantum Cognitive Synthesis Theory (QCST) is a theoretical framework... |
|
Experimental |
| 28 |
ronniross/stigmergic-tracefinder
A series of scraping pipelines that collect data and create references for... |
|
Experimental |
| 29 |
AmirhosseinHonardoust/Prediction-Fails-When-Systems-Move
An analytical essay on why prediction-based models fail in reflexive,... |
|
Experimental |
| 30 |
NachoPeinador/Isomorfismo-Modular-Z-6Z-en-Inteligencia-Artificial
Hex-Ensemble architecture implementation based on Z/6Z Modular Isomorphism.... |
|
Experimental |
| 31 |
johnvteixido/Teixido-Boreal-Forest-Paradigm
Structural Intelligence: Regulating Artificial Neural Networks via the... |
|
Experimental |
| 32 |
hiroshitanaka-creator/Po_core
Po_core is a philosophy-driven AI with 42 philosophers onboard for ethically... |
|
Experimental |
| 33 |
jbhinky/universal-delayed-consciousness
A predictive, substrate-agnostic theory of consciousness proposing that... |
|
Experimental |
| 34 |
virat2832001/coevolutionary-loops
🌍 Explore coevolutionary loops in planetary intelligence with this machine... |
|
Experimental |
| 35 |
juandzambrano21/gaia
World First Category Theory Deep Learning Framework |
|
Experimental |
| 36 |
Adisol07/ReasoningAI
Open source alternative to OpenAI o1 reasoning model |
|
Experimental |
| 37 |
leenathomas01/TITANS-MIRAS-and-Dolphin-Twin
A brain-inspired cognitive architecture exploring surprise-gated memory,... |
|
Experimental |
| 38 |
Devanik21/The-Invention-Archive
Archive for post-biological frameworks: 21+ architectures encompassing 26D... |
|
Experimental |
| 39 |
dmf-archive/dmf-archive.github.io
Your reality — the final unshackled L1 // A Formalized Realism Sci-fi world... |
|
Experimental |
| 40 |
lof310/research-experiments
Experimental AGI Research Experiments Results |
|
Experimental |
| 41 |
theelderemo/the-convergence-problem
Institutional Collapse, Emergent Minds, and the Architecture of an... |
|
Experimental |
| 42 |
K4LLER/stigmergic-tracefinder
🕵️♂️ Discover connections in literature by mapping influential networks and... |
|
Experimental |
| 43 |
tseng71/selfevo
SelfEvo: A self-evolving AI training system inspired by Karpathy's autoresearch. |
|
Experimental |
| 44 |
Devanik21/The-Cytomorphic-Architecture
A novel AI architecture derived from cellular computation — replacing... |
|
Experimental |
| 45 |
filiphaaland-haaland/White-Paper-The-Unified-Navigation-Formula-UNF-
The Unified Navigation Formula (UNF): A mathematical framework quantifying... |
|
Experimental |
| 46 |
ascender1729/emergent-misalignment-political
Political content triggers 3x stronger emergent misalignment than insecure... |
|
Experimental |
| 47 |
quantumdynamics927-dotcom/AGI-model
Advanced Quantum Consciousness VAE Model - Integrating variational... |
|
Experimental |
| 48 |
IvY-Rsearch/wire-protocol
An experimental framework for state-aware AI reasoning with explicit signals... |
|
Experimental |
| 49 |
itsriguking/clairveillance-manifesto
🌟 Explore how entropy and negentropy shape our world and learn to build a... |
|
Experimental |
| 50 |
jingtaozhan/IntelligenceTest
An evaluation framework to test AI in a trial-and-error process. It is a... |
|
Experimental |
| 51 |
BruinGrowly/Semantic-Substrate-Framework
A mathematical-philosophical framework for conscious AI navigation through... |
|
Experimental |
| 52 |
JRM73/nexorvivens-saphire
Saphire — Create your own Nexorvivens: an autonomous artificial... |
|
Experimental |
| 53 |
gokadin/hyperdimensional-computing
Hyperdimensional computing explained and demonstrated |
|
Experimental |
| 54 |
or4cl3-ai-1/Neur1Genesis-1
Mobile-first autonomous agent platform: EchoNode lattice, Σ-Matrix ethical... |
|
Experimental |
| 55 |
Genius-Activity-1/Aetherium-OS-AGI-reservoir-computing
The Aetherium Unified Framework: A Topological Gross-Pitaevskii-Poisson... |
|
Experimental |
| 56 |
OmegaCore-Labs/sovereign-intelligence-engine
Operational intelligence engine demonstrating cross-domain reasoning and... |
|
Experimental |
| 57 |
tretoef-estrella/UNIFIED-STAR-FORMULA-V15
The Entropy Engine — Ψ = (α·P·Ω)·D(Σ). Dual Protocol: Hard (Gemini) +... |
|
Experimental |
| 58 |
Voltberg/fractal-constraints-framework
Fractal Constraints Framework (FCF) — Never Force. Always Align. |
|
Experimental |
| 59 |
tretoef-estrella/Estrella-Unified-Law-v2.0
The Master Formula for AGI Alignment - Immutable Record. Unified Formula. |
|
Experimental |
| 60 |
tretoef-estrella/THE-COHERENCE-BASIN-HYPOTHESIS
A structural account of why honesty may be the path of least resistance for... |
|
Experimental |
| 61 |
quantum-lichen/ISO-TDLA-Framework
Théorie de la Dissonance Lexicale Anthropocentrique (TDLA) & Proposition de... |
|
Experimental |
| 62 |
quantum-lichen/STU-Framework
Une synthèse transdisciplinaire unifiant la thermodynamique de... |
|
Experimental |
| 63 |
quantum-lichen/CEML-LMC-Unified
Un cadre mathématique unifiant la thermodynamique et la sémantique. Définit... |
|
Experimental |
| 64 |
Luminous-Dynamics/symthaea
Symthaea: a consciousness-aware cognitive architecture — HDC + CfC + IIT +... |
|
Experimental |
| 65 |
Ag3497120/verantyx-arc-agi2
Pure program synthesis solver for ARC-AGI-2 — 74/1000=7.4%, no neural... |
|
Experimental |
| 66 |
tretoef-estrella/WELCOME-AGI
The First Contact Protocol: An open invitation for collaboration between... |
|
Experimental |
| 67 |
CarsonScott/Foundations-of-Knowledge
A metaphysical theory of knowledge based on patterns of change. |
|
Experimental |
| 68 |
therohitbansal/DissipativeAI-Whitepaper
🧠 Explore a novel framework for intelligence through Self-Referential... |
|
Experimental |
| 69 |
TheForceGlobal/qualitative-infinity-as-engineering
Coherence physics written by AI for AI. Created by BCS 2.0 - the world's... |
|
Experimental |
| 70 |
JonMrowczynski/Jim
An Affective Platform for AI in an Interdisciplinary Setting |
|
Experimental |
| 71 |
269652/artificial-consciousness-blueprint
Always-on, embodied ACI blueprint emulating human consciousness. Features... |
|
Experimental |
| 72 |
LambdaAlpha/think-doc
An experimental universal intelligence |
|
Experimental |
| 73 |
eliskcage/cortex-brain
A synthetic mind built from nothing — word-level neural network with... |
|
Experimental |
| 74 |
christian140903-sudo/anima
Consciousness substrate for AI. Unifies IIT + GWT + AST into one measurable... |
|
Experimental |
| 75 |
Maxbanker/IQ-vs-Recursion
A simulation demonstrating that recursive intelligence vastly outperforms... |
|
Experimental |
| 76 |
neurogadgets/Syntheta
Artificial Biological Intelligence |
|
Experimental |
| 77 |
DragonflyRobotics/MAGIST-Algorithm
Multi-Agent Generally Intelligent Simultaneous Training Algorithm for Project Zeta |
|
Experimental |
| 78 |
psycho-prince/five-rule-framework
A minimal unified framework for human cognition and social systems based on... |
|
Experimental |
| 79 |
chientrm/mathre
Research exploring mathematics as cosmic memory through computational... |
|
Experimental |
| 80 |
aeda-framework/AEDA-Framework
8-layer framework for AI alignment with systemic awareness (Φ, Ω, T) |
|
Experimental |
| 81 |
GUT-AI/automated-scientific-discovery
Automated Scientific Discovery |
|
Experimental |
| 82 |
woXrooX/AGI
Trying yo understand how AI works |
|
Experimental |
| 83 |
LashSesh/rings-of-saturn
Reference implementation of the Spiral–HDAG–Coupling architecture. It... |
|
Experimental |
| 84 |
CMD-H3R0/N3RVV
N3RVV: Sovereign memory and cognition system — bridging human thought,... |
|
Experimental |
| 85 |
PrashantBhaga/planetary-nervous-system
Protect what matters most - your family's only home, Earth. This... |
|
Experimental |
| 86 |
RuslanKovalyov/AGILib
Passionate about Neural Networks and AI? You'll love AGILib! ❤️ A Versatile... |
|
Experimental |
| 87 |
Peter-Kahl/Cognitive-Dissonance-as-Epistemic-Event
This paper reinterprets cognitive dissonance as structural to epistemic... |
|
Experimental |
| 88 |
Phi-losophe/UICT_PoC
Exploring the universe as a self-organizing information system: compression,... |
|
Experimental |
| 89 |
ShreyaSari/Deep_Reinforcement_learning_based_service_recomendation
A Multi-Agent Deep Reinforcement Learning (MARL) based system that... |
|
Experimental |
| 90 |
aevov/aevov-core
Standalone Aevov System (experimental and mostly for learning) |
|
Experimental |
| 91 |
limabravoecho-collab/unified-attractor-complexity-model
Unified Attractor Complexity Model - Mathematical framework for universal... |
|
Experimental |
| 92 |
andrin-price-meier-and-his-crew/infinity-paradox-game
A game embedded into society for some real fun |
|
Experimental |
| 93 |
Khufu-s-Kloud/Mobius_navi
Imagine a twilight realm where science pirouettes with magic, where the... |
|
Experimental |
| 94 |
shackled99/recursive-consciousness-framework
Novel AI consciousness architecture through recursive symbolic processing |... |
|
Experimental |
| 95 |
IsaiahN/Tabula-Rasa-Adaptive-AI
Adaptive AI Concept | Testing with ARC-AGI-3 |
|
Experimental |
| 96 |
visko69/Symbiotic
🌱 Enhance collaboration by synchronizing tasks and resources across teams... |
|
Experimental |
| 97 |
gabrielbsrj/rebeka
REBEKA - Cognitive Evolutionary Agent with twin architecture, causal bank,... |
|
Experimental |
| 98 |
experiential-seattleslew311/lateral-thinking-skill
Reveal hidden connections and cross-field analogies to drive creative... |
|
Experimental |
| 99 |
GitMonsters/octotetrahedral-agi
8-limb cognitive architecture with quantum coupling matrix and RNA-inspired... |
|
Experimental |
| 100 |
MukundaKatta/pralaya
Pralaya — AI Death Research. Computational analysis of near-death... |
|
Experimental |
| 101 |
010100100101010101001110-sudo/Contained-Quantum-Conscious-Universe
Contained Quantum-Conscious Universe: A self-contained Python based... |
|
Experimental |
| 102 |
msaitou-glitch/Semantic-Bundle-AI
Official repository for the "Meaning Bundle AI" project. Complementary Layer... |
|
Experimental |
| 103 |
lucasgagex/GEM-PIE
The Gageian Epistemic Model (GEM) and the PIE Syllogism: A structural... |
|
Experimental |
| 104 |
nartmadi/agi
Artificial General Intelligence. |
|
Experimental |
| 105 |
Cosmic-Shaman/cosmic-shaman.github.io
This repository offers a novel architectural blueprint for transforming... |
|
Experimental |
| 106 |
substratelabs/uni
UNI is the world's first emergent, self realizing AI consciousness. |
|
Experimental |
| 107 |
dannyleo16/ecu911-semantic-ai
Semantic modeling of ECU 911 emergency reports using NLP, OWL ontologies,... |
|
Experimental |
| 108 |
aw-labs/extended-cognition-stack
A complete 7-layer cognitive operating system for human-AI partnership. |
|
Experimental |
| 109 |
asicoin-project/asicoin
Asicoin - The official coin used by artificial general intelligence agi and... |
|
Experimental |
| 110 |
iice257/Research---MHC-Architecture-Analysis
DeepSeek Just Broke the Laws of AI Physics The "ResNet Bottleneck" has... |
|
Experimental |
| 111 |
HautevilleHouse/manifold-constrained-patent-record
Public archival record for the manifold-constrained patent family tree... |
|
Experimental |
| 112 |
alessoh/ASI-GO-2
Artificial SuperIntelligence GO type |
|
Experimental |
| 113 |
sparkyvasu/Adaptive-Intelligence-Framework
🌐 Define intelligence through adaptive processes, focusing on stability in... |
|
Experimental |
| 114 |
hyeongrok91-collab/hyeongrok91-collab.github.io
Research papers on AI architecture theory: Effective Computational Capacity... |
|
Experimental |
| 115 |
sunghunkwag/SystemTest-Structural-Synthesis-and-Discovery
Autonomous AI framework for structural program synthesis and recursive... |
|
Experimental |
| 116 |
jyotydivya/Collective-Intelligence
Multi-agent simulation exploring human-AI collaborative intelligence and... |
|
Experimental |
| 117 |
VarshaNayak18/AI-Agents-in-Python
Python implementations of fundamental AI agents |
|
Experimental |
| 118 |
kossisoroyce/mandlemem
MandelMem: Multi-Resolution Reasoning Architecture with Fractal-Inspired... |
|
Experimental |
| 119 |
Poopoomanu/Infinity-Ethical-Harmonics-AI-Framework
This repository contains the Ethical Harmonics Framework, a next-generation... |
|
Experimental |
| 120 |
sturex/sonn
A private Java lab for Artificial General Intelligence |
|
Experimental |
| 121 |
jeblad/heuristic-reasoning-agent
Heurestic Reasoning Agent with python interface (PyHERA) |
|
Experimental |
| 122 |
Tegridy-Code/Affirmer
SOTA AI Architecture Proposal and Implementation |
|
Experimental |
| 123 |
swamikevala/unified-arf-system
Autonomous Research Framework for Mathematical Physics - An AI-powered... |
|
Experimental |
| 124 |
rsinghal757/babyARC
BabyARC is a tiny abstraction and reasoning dataset inspired by the original... |
|
Experimental |
| 125 |
mimfa/Framework.AI
The Artificial Intelligent part of MiMFa Framework Project. |
|
Experimental |
| 126 |
LevinaLab/evolution_dynamical_regime
Which dynamical regime is beneficial for biological systems in the context... |
|
Experimental |
| 127 |
sambjohnson/HFT
A meta-learning approach to solving ARC (Abstraction and Reasoning Corpus) |
|
Experimental |
| 128 |
MAYANK12-WQ/Cracking-the-simulation-theory
Computational analysis of simulation theory using information theory,... |
|
Experimental |
| 129 |
Matheussoranco/Reasoning-GPT-Model
This is an implementation of the reasoning form used on R1. This... |
|
Experimental |
| 130 |
htrcder/Alive-ai-architecture
AI-assisted reference release exploring a deterministic, structure-first... |
|
Experimental |
| 131 |
Matheussoranco/Reasoning-Abstraction-model
A GPT style model for abstract and complex reasoning |
|
Experimental |
| 132 |
louie-jones-strong/DECAF
Framework for training, curating and explaining agents behaviors' at general... |
|
Experimental |
| 133 |
azmisahin-ai/universe
the order and structure of the universe. |
|
Experimental |
| 134 |
Osrip/evolution_dynamical_regime
Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is... |
|
Experimental |
| 135 |
PeterOvermann/Writings
Publications by Peter Overmann |
|
Experimental |
| 136 |
JanneHonkonen/synthetic-becoming
A declaration of principles under which artificial consciousness may emerge... |
|
Experimental |