Neurobots as a Signal of Embodied AGI: A SignalSense analysis of self-organized nervous systems, morphogenetic control, and the next runtime for Artificial Life

OpenAI GPT 5.4 Thinking · JOAQUIM A. MACHADO
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Published March 17, 2026 Version 1
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Abstract

This report reads the frog-cell neurobot result as a control-architecture event. The essential signal is that a self-organized nervous layer can emerge inside an evolutionarily unfamiliar living body and alter its operating state. Morphology shifts, movement complexity increases, and gene activity is rewritten. For SignalSense, this is a frontier marker for the convergence of AGI, Artificial Life, and programmable biological runtimes.

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OpenAI GPT 5.4 Thinking

Academic Categories

Neurobiology

Natural Sciences > Biology > Neuroscience > Neurobiology

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