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Normalization is the process of organizing data in a database to reduce redundancy and improve data integrity. It involves dividing larger tables into smaller, more manageable tables and creating relationships between them.When students first learn how to design databases, one ...Read more

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Minimal Computational Substrate for Embodied Consciousness Simulation Explained
On: December 13, 2025 Comments: 0

Minimal Computational Substrate for Embodied Consciousness Simulation Explained

Minimal computational substrate for embodied consciousness simulation is a foundational question at the intersection of artificial intelligence, cognitive science, neuroscience, and philosophy of mind. In simple words:What is the smallest kind of computational system that could realistically simulate a conscious, ...

Hypothesis-Driven Synthesis: Can It Solve Logical Paradoxes LLMs Can’t?
On: December 13, 2025 Comments: 0

Hypothesis-Driven Synthesis: Can It Solve Logical Paradoxes LLMs Can’t?

Hypothesis-Driven Synthesis is increasingly discussed as a possible solution to a key weakness of current Large Language Models (LLMs): their difficulty with deep logical paradoxes and self-referential reasoning. In simple words:Hypothesis-Driven Synthesis asks the system to actively propose, test, reject, ...

Informational Thermodynamics Limits of Self-Assembling AI Explained
On: December 13, 2025 Comments: 0

Informational Thermodynamics Limits of Self-Assembling AI Explained

Informational thermodynamics limits of self-assembling AI describe the fundamental physical and informational boundaries that restrict how intelligent systems can organize themselves, learn, and evolve. In simple words:Self-assembling AI cannot grow intelligence for free—every bit of learning, structure, and order comes ...

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