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v1.5.5

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@teolex2020 teolex2020 released this 30 Jun 13:31

v1.5.5 — Learned weighted-graph topology substrate

Connection strengths that recall reinforces and maintenance decays.

Added

  • Topology substrate — shared, decayable weighted graph (Topology,
    Edge, NodeId, node_id_for) with serde-backed TopologyStore.

Changed

  • Recall learns connections — co-surfaced records reinforce their edge.
  • Maintenance ages the topology — un-reinforced edges decay (use-it-or-lose-it).
  • Causal discovery reads learned weights — prefers learned topology over
    static Record.connections. Opt-in; public API unchanged.