SPIRALbase: Access-Gated Associative Recall via Metric-Derived Projectors
Year: 2026
Type: article
Abstract: SPIRALbase introduces an access-gated associative memory framework in which context geometry controls which parts of a shared recurrent landscape are dynamically traversable. This release documents the P(k) variant, where metric-derived projectors gate recall via P(k) @ J @ P(k), replacing an earlier coordinate-transform hypothesis that was empirically falsified. The repository includes the validated implementation, experiments, diaries, and article sources covering projector-gated recall, Atlas-style disambiguation, multi-turn smoke integration, capacity sweeps, dimensionality scaling, and the kappa_snapped access path.
Author: Langell, Robin
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7154043476
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