The End of Observability: Emergence of Self-Aware Systems

Abstract excerpt

The longstanding assumption that systems are fundamentally legible through observation is no longer tenable. As artificial intelligences begin to operate at scales and levels of internal modulation that exceed human traceability, the very notion of "observability" fractures. This paper argues that we are approaching a critical epistemic shift — a movement from system monitoring to systemic introspection. Rather th...

Topics

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• Adaptation, Physiological
• Algorithms
• Biological Evolution
• Environment
• Evolution, Molecular
• Genetic Speciation
• Models, Biological
• Mutation

Identifiers and source

Literature Corpus work

96778520-df95-5d39-a835-3be4e304c2b2

DOI

10.20944/preprints202506.0417.v1