Research as a Media Pipeline: Compression, Reconstruction, and the Role of Trace in Mathematical Objects
Research as a Media Pipeline: Compression, Reconstruction, and the Role of Trace in Mathematical Objects
This paper models research as a pipeline from information to formal objects, showing how mathematical compression reduces reconstructability and arguing that reflexive archives (trace layers) are necessary to preserve partial reconstruction of the underlying reasoning process.
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cybernetics, scientific workflows, adaptive systems, comparative systems theory, nervous systems, archival reproducibility, governance, AI-assisted research, plasticity, reflexive laboratory, research infrastructure, large language models, institutions
cybernetics, scientific workflows, adaptive systems, comparative systems theory, nervous systems, archival reproducibility, governance, AI-assisted research, plasticity, reflexive laboratory, research infrastructure, large language models, institutions
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