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Browse files## 🚀 Releasing: DeepMarkov v11 (Symbolic Edition)
### **Overview**
We are thrilled to introduce **DeepMarkov v11**, a cutting-edge **Neuro-Symbolic Causal Engine** designed for high-precision text generation and logical reasoning. Unlike traditional LLMs that rely solely on probabilistic guessing, DeepMarkov combines the creative flexibility of Markov Chains with the absolute rigors of **Symbolic Mathematics** and **Causal Inference**.
This release marks a significant milestone in specialized AI, offering a lightweight yet incredibly "smart" engine that runs natively in your browser.
### **Key Features & Innovation**
* **Symbolic Math Engine:** Say goodbye to "hallucinations" in arithmetic. Our engine solves math with 100% accuracy using pure symbolic logic.
* **Krylov Spectral Steering:** Utilizes advanced Plan Z eigen-trajectories to maintain thematic consistency and guide the conversation through complex semantic spaces.
* **Active Causal Inference:** The bot simulates multiple "parallel futures" for every response, selecting the path that best meets the desired goal of the interaction.
* **Associative Memory (RAG):** Features a high-performance Vector Memory system that allows the engine to learn and recall information from your custom datasets in real-time.
* **Bayesian Morphology:** A sophisticated character-level synthesis module that can generate new, contextually appropriate words when it encounters unfamiliar territory.
### **Performance & Visual Intelligence**
DeepMarkov includes a **Cognitive Debug Overlay**, allowing users to witness the "thought process" of the AI. From mood transitions to spectral guidance indicators, you can watch the machine's reasoning unfold in real-time.
### **Release Information**
* **Status:** Free to use for the community.
* **License:** Proprietary (Closed Source).
* **Build:** Portable HTML5/JavaScript Causal Core.
This launcher is part of our commitment to bringing advanced neuro-symbolic tools to the public. We invite you to upload your training data and experience the next generation of causal-driven intelligence.
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models will be released daily on discord:
https://discord.com/invite/yMugmymnYz
