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Natural Language Processing and Computational Linguistics

1 paper in the library · publishing 2025

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SELF-AWARE AI: A COMPREHENSIVE FRAMEWORK FOR MACHINE CONSCIOUSNESS

Natural Language Processing and Computational Linguistics September 27, 2025 Cem Yılmaz

We propose a novel framework for self-aware artificial intelligence that integrates continuous high-dimensional ―qualia‖ encoding, predictive novelty gating, and neuromorphic spiking‐binding into a unified cognitive loop. Incoming sensory, interoceptive, and ethical signals are mapped into a 27-dimensional embedding space, where a dynamic cosine‐similarity threshold modulated by model...