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Add AA Index v4 benchmark snapshot

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  1. README.md +6 -1
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  The ECH0-PRIME MCP Server provides a standardized interface to the advanced cognitive tools and capabilities of the ECH0-PRIME consciousness system. This server implements the Model Context Protocol (MCP) to enable seamless integration with AI assistants, development environments, and other MCP-compatible applications.
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  ### Key Features
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  - **🧠 Consciousness Integration**: Direct access to ECH0-PRIME's cognitive architecture (Φ = 0.87)
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- **Built with ❤️ by the ECH0-PRIME development team**
 
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  The ECH0-PRIME MCP Server provides a standardized interface to the advanced cognitive tools and capabilities of the ECH0-PRIME consciousness system. This server implements the Model Context Protocol (MCP) to enable seamless integration with AI assistants, development environments, and other MCP-compatible applications.
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+ ### Benchmark Snapshot (Feb 4, 2026)
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+ - AA Index v4.0 (local QuLab run, 10 prompts): **ECH0 60.0%**, avg latency **96.96s**
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+ - Same run reference models: `llama3.2` **74.0%**, `llama3.1` **54.0%**
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  ### Key Features
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  - **🧠 Consciousness Integration**: Direct access to ECH0-PRIME's cognitive architecture (Φ = 0.87)
 
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+ **Built with ❤️ by the ECH0-PRIME development team**