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1. symrag symrag Public

   SymRAG adaptively routes queries through neuro-symbolic, neural, or hybrid paths based on complexity and system load, ensuring efficient and accurate RAG for diverse QA tasks.

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2. ansr-dt ansr-dt Public

   ANSR-DT: An open-source Adaptive Neuro-Symbolic framework for real-time learning and reasoning in Digital Twins. Combines CNN-LSTM, reinforcement learning, and symbolic reasoning for interpretable,…

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3. Cybercane Cybercane Public

   Privacy-preserving neuro-symbolic phishing detection combining symbolic rules, RAG, redaction, and ontology reasoning for regulated domains.

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4. agentgate_playground agentgate_playground Public

   A hands-on playground to see how permission rules, data labels, and human approval stop an AI from taking actions it shouldn’t.

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5. uAFL-STM32F407VE-Applications uAFL-STM32F407VE-Applications Public

   This repo adapts μAFL for the STM32F407VE Cortex M4 uC - contains firmware projects, vulnerable code samples and fuzzing workflow docs. Experiments leverage ETM tracing and breakpoints to uncover v…

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6. neuro-symbolic-driving neuro-symbolic-driving Public

   Neuro-symbolic authority allocation for human-automation co-driving: LLM reasoning with formal safety monitors ensuring emergency monotonicity and bounded variation constraints.

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