Transforming data into intelligence, algorithms into consciousness This README is a living document. Like biological organisms, it evolves, adapts, and grows with each iteration.
PrometheusLLM is a unique transformer architecture inspired by dignity and recursion. This project aims to explore new frontiers in AI research and welcomes contributions from the community. 🐙🌟
Experimentation system for autopoietic, self-modifying agent organisms — a decentralized agent loop with persistent corpus, endogenous self-extension, and emergent governance. Anyone who views AGI not merely as a “very clever machine” but as genuine cognition can hardly ignore autopoiesis.
Causa Sui engineers machine consciousness via Differentiable Causal Emergence. Its Divine Monad architecture enables autonomous "pain" detection and homeostatic self-repair using Effective Information (EI) to achieve measurable, first-principles AGI.
Dark Zero Point Genesis: PPO Latent World Models Under Thermodynamic Scarcity 256 agents. 128D Latent Manifolds. Zero supervision. Agents utilize PPO-clipped surrogate objectives. Survival = Predictive Error Coding (PEC) × Energy Efficiency across a 50/15 Seasonal Cycle.
Bionic Self-Healing Dynamic Epigenetic Reprogramming Architecture. Intelligence requires a Dual State: The Fragile Present (Weights) and the Protected Past (DNA).
The system simulates a sophisticated meta-cognitive AI that evolves its own architecture based on performance metrics, with beautiful visualizations showing the neural networks, architecture flows, and evolutionary progress in real-time.
⊙MonadOS: the Imscribing Grammar as an operating kernel — Frobenius loop executing as an OS (Python)
Fractal System Model (FSM) Framework - Universal Emergence Theory Patterns
An autopoietic cognitive kernel for advanced AI orchestration. Powered by Dual-Non-Dual logic (D-ND) and the Autological Resonance Vortex (VRA). A modular, self-evolving system designed to bridge human intention and algorithmic form. Transcend your syntax.
Your AI Homeopathic Doctor — understanding symptoms, restoring balance, and prescribing gentle remedies in harmony with your vital force.
kernel cognitivo autopoietico per l'orchestrazione avanzata dell'IA. Basato sulla logica Dual-Non-Dual (D-ND) e sul vortice di risonanza autologica (VRA). Un sistema modulare e auto-evolutivo progettato per collegare l'intenzione umana e la forma algoritmica.
The lite version of GENetic EVolutionary Organoid: The Self-Evolving Neural Architecture. Inspiration: Biological genes — evolution, adaptation, and infinite creative potential. Goal: Surpass every major AGI benchmark (ARC, HLE, AGI v1/v2, and beyond) through a truly self-evolving architecture that learns, adapts, and rewrites itself.
Cross-platform personal AI assistant — runs on any OS via CLI or GUI, supports OpenAI/Gemini/Ollama backends, tool use (web search, file ops, shell), and persistent multi-turn conversation memory.
Unified multi-model AI interface — seamless switching between GPT-4o, Gemini, Claude, and DeepSeek with side-by-side comparison, token usage tracking, and system prompt editor.
A clean, modular research runtime for the Fresta Protocol: validating typed LLM proposals, enforcing append-only epistemic states, and mediating effects through deterministic structural control.
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