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Recursive Transport Topology: Diagnostics, Tunable Abstraction, and Latent Enhancement in Biological and World-Model Representations

2026-06-12

Abstract excerpt

<title>Abstract</title> <p>Recursive Indexing (RIX) proposes that useful representation geometry should be organized before manifold formation through recursive transport topology. Building on Phase I results in protein fitness landscapes, we demonstrate that recursive transport metrics generalize across seven diverse biological systems, prospectively predict regime-specific perturbation responses, maintain favor...

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Literature Corpus work
955579f6-dc8c-53c5-8a30-13bed512fb47
DOI
10.21203/rs.3.rs-9997591/v1
Open publication

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Recursive Transport Topology: Diagnostics, Tunable Abstraction, and Latent Enhancement in Biological and World-Model RepresentationsDOI 10.21203/rs.3.rs-9997591/v1
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