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Immunological Memory as Learned Return: The Immune System Through the Displacement Framework

Rincón, D. · 2026 · Zenodo · learned return

This is the record, not the paper. The work itself is the deposit on Zenodo, under the DOI below. What follows is its abstract, as deposited.

We apply the displacement framework to immunological memory, arguing that the primary immune response is the construction of a return path from scratch, memory B and T cells are stored return-path templates, and vaccination is the pre-installation of that return path without traversing full disease displacement D(_disease). A novel pathogen produces a large D(_immune) whose closure requires 7–14 days during primary infection; the small pool of memory cells that survives after clearance encodes the learned return path, enabling secondary responses to close the same D(_immune) in hours.

Affinity maturation during germinal centre reactions constitutes within-lifetime gradient descent on D(_antigen-binding), yielding memory cells that execute the return path with higher fidelity than the na\"ive cells that first encountered the antigen. Vaccination is distinguished from natural infection only in that it installs the return path at low displacement cost. We formalise the immune ground state S^0_immune, the primary-response return-path construction, memory-cell persistence as return-path storage, and the failure modes of immunological memory (original antigenic sin, autoimmunity) as return-path specificity limitation and return-path mis\-targeting, respectively.

The central proposition is that immunological memory is the most evolutionarily sophisticated return-path learning system in biology.

displacement framework · ground state · wrong attractor

Read the deposit on Zenodo →doi 10.5281/zenodo.20406987

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