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README.md
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# AURA (Beta) — Architecture for Unified Reasoning & Awareness
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AURA is an experimental, non-LLM cognitive architecture focused on explicit, verifiable reasoning rather than probabilistic text generation. The system is designed as a modular reasoning engine composed of distinct memory layers, rule systems, and inference pipelines, with an emphasis on correctness, transparency, and epistemic humility. AURA does not attempt to predict the “most likely” answer to a query. Instead, it evaluates whether a conclusion can be justified based on known facts, rules, and external evidence, and will explicitly return uncertainty when justification is insufficient.
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sdk_version: 1.52.2
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# AURA (Beta) — Architecture for Unified Reasoning & Awareness
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AURA is an experimental, non-LLM cognitive architecture focused on explicit, verifiable reasoning rather than probabilistic text generation. The system is designed as a modular reasoning engine composed of distinct memory layers, rule systems, and inference pipelines, with an emphasis on correctness, transparency, and epistemic humility. AURA does not attempt to predict the “most likely” answer to a query. Instead, it evaluates whether a conclusion can be justified based on known facts, rules, and external evidence, and will explicitly return uncertainty when justification is insufficient.
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