Neural Computers

2026

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AI-generated summary

1) This paper introduces Neural Computers (NCs), a novel machine architecture that unifies computation, memory, and I/O within a learned runtime state, aiming to create a self-contained, programmable computing system.
2)
* Proposes the concept of Neural Computers (NCs) and demonstrates prototypes for command-line and graphical user interfaces.
* Details the data engine and alignment recipe used to synchronize text, actions, and frames for CLI and GUI environments.
* Outlines an engineering roadmap towards Completely Neural Computers (CNCs), addressing challenges in reuse, consistency, and runtime governance.
3) Neural Computers, AI, Machine Learning, Computing Architecture, Deep Learning

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