### Key Emerging AGI / Cognitive Network Projects (July 2025)

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#### 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.

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#### 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.

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#### 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.

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#### 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.

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#### 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).

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#### 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

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##### 🧒 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

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##### ☁️ 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

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##### 🧪 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

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### 🧩 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   |


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### 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   |