| ### Key Emerging AGI / Cognitive Network Projects (July 2025) | |
| --- | |
| #### 1. **OpenCog Hyperon** | |
| * **URL:** [https://github.com/opencog](https://github.com/opencog) | |
| * **Focus:** Open-source cognitive architecture for AGI. | |
| * **Key Features:** | |
| * AtomSpace: semantic memory and reasoning engine. | |
| * PLN (Probabilistic Logic Networks): reasoning over uncertain knowledge. | |
| * MOSES: evolutionary program learning. | |
| * Supports distributed and modular deployment. | |
| * Hyperon is the next-generation rewrite, improving performance and scalability. | |
| * **Openness:** Fully open-source, permissive licenses. | |
| * **Current Status:** Active development; pilot AGI modules under test. | |
| --- | |
| #### 2. **SingularityNET** | |
| * **URL:** [https://singularitynet.io/](https://singularitynet.io/) | |
| * **Focus:** Decentralized marketplace for AI services and agents. | |
| * **Key Features:** | |
| * Decentralized agent communication and transaction system. | |
| * AI-DSL: A protocol for describing AI services. | |
| * Marketplace with token-based payments (AGIX token). | |
| * Planned integration with OpenCog Hyperon as backend intelligence. | |
| * **Openness:** Open-source protocols + commercial service layers. | |
| * **Current Status:** Deployed network; early AI services marketplace. | |
| --- | |
| #### 3. **MindOS (by Mindverse)** | |
| * **URL:** [https://mindverse.ai/](https://mindverse.ai/) | |
| * **Focus:** Personal AI agents with persistent memory and emotional modeling. | |
| * **Key Features:** | |
| * Multi-modal agents (text, voice, visual). | |
| * Memory graphs for personality and knowledge retention. | |
| * Agent marketplace and app ecosystem. | |
| * **Openness:** Mostly proprietary; some SDKs and APIs available. | |
| * **Current Status:** Commercial product; expanding agent capabilities. | |
| --- | |
| #### 4. **Metatron IQS** | |
| * **URL:** [https://github.com/xlab2016/MetatronAGIPublic](https://github.com/xlab2016/MetatronAGIPublic) | |
| * **Focus:** Synthetic cognitive system with quantum-inspired architecture. | |
| * **Key Features:** | |
| * Semantic graph nodes (Singularities) and high-dimensional Points. | |
| * Hybrid cognitive processing: LLMs + Vector DB + Quantum simulation. | |
| * Intuitive, emotional, and logical models in consciousness architecture. | |
| * **Openness:** Limited open-source release; key components not public. | |
| * **Current Status:** R\&D phase; architecture partially conceptual. | |
| --- | |
| #### 5. **Additional Mentions:** | |
| * **Project BCI-X:** Early-stage initiative for direct brain-computer interface with AI agents (status unclear). | |
| * **NeoCortex Network:** Experimental decentralized cognitive network, partially closed beta (status uncertain). | |
| --- | |
| #### 6. **Other Emerging Architectures and LLM Agents** | |
| ##### 🤖 AutoGPT | |
| * **URL:** [https://github.com/Torantulino/Auto-GPT](https://github.com/Torantulino/Auto-GPT) | |
| * **Focus:** Autonomous goal-driven LLM agents | |
| * **Key Features:** | |
| * Self-prompting with memory and task queue | |
| * Supports plugins and web access | |
| * Popular framework for agentic workflows | |
| * **Openness:** Open-source (MIT License) | |
| * **Current Status:** Maintained community project; used for agent experiments | |
| --- | |
| ##### 🧒 BabyAGI | |
| * **URL:** [https://github.com/yoheinakajima/babyagi](https://github.com/yoheinakajima/babyagi) | |
| * **Focus:** Minimalistic LLM-based agents for to-do/task loops | |
| * **Key Features:** | |
| * Iterative task execution | |
| * Embedding-based memory retrieval | |
| * **Openness:** Open-source (MIT License) | |
| * **Current Status:** Educational and experimental usage | |
| --- | |
| ##### ☁️ SkyMind (Eclipse Deeplearning4j) | |
| * **URL:** [https://skymind.global](https://skymind.global) | |
| * **Focus:** Enterprise-grade infrastructure for distributed AI and agents | |
| * **Key Features:** | |
| * Industrial AI deployment tools | |
| * Integrates with Java/Scala ecosystems | |
| * Based on DL4J, ND4J, and RL4J | |
| * **Openness:** Mixed (open-source core, commercial extensions) | |
| * **Current Status:** Supported deployment framework | |
| --- | |
| ##### 🧪 AetherCog (Experimental) | |
| * **URL:** [https://github.com/aethercog](https://github.com/aethercog) | |
| * **Focus:** Prototype symbolic-dynamic cognition model | |
| * **Key Features:** | |
| * Cognitive primitives (belief, memory, intent) | |
| * Hybrid symbolic and dynamic processing | |
| * **Openness:** Conceptual draft, exploratory repo | |
| * **Current Status:** Not actively maintained; useful for reference | |
| --- | |
| ### 🧩 Suggested Additions to Summary Table | |
| | Project | Focus Area | Open Source? | Status | | |
| |---------------|----------------------------|--------------|---------------------| | |
| | AutoGPT | Autonomous LLM agents | Yes | Maintained | | |
| | BabyAGI | Minimal agent prototype | Yes | Experimental | | |
| | SkyMind | Distributed AI infra | Partially | Deployed Framework | | |
| | AetherCog | Symbolic-dynamic cognition | Conceptual | Dormant/Prototype | | |
| --- | |
| ### Summary Table | |
| | Project | Focus Area | Open Source? | Status | | |
| | ----------------- | -------------------------- | ------------ | ---------------- | | |
| | OpenCog Hyperon | Cognitive AGI architecture | Yes | Active R\&D | | |
| | SingularityNET | Decentralized AI services | Partially | Early deployment | | |
| | MindOS | Personal AI agents | Partial SDKs | Commercial | | |
| | Metatron IQS | Synthetic consciousness | Partially | Early R\&D | | |
| | Project BCI-X | BCI + AI agents | Unknown | Conceptual | | |
| | NeoCortex Network | Decentralized cognition | Unknown | Beta testing | | |
| | AutoGPT | Autonomous LLM agents | Yes | Maintained | | |
| | BabyAGI | Minimal agent prototype | Yes | Experimental | | |
| | SkyMind | Distributed AI infra | Partially | Deployed Framework | | |
| | AetherCog | Symbolic-dynamic cognition | Conceptual | Dormant/Prototype | | |