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Claustrum Phase 1: cross-modal binding (Avenue 3)#134

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TSchonleber wants to merge 2 commits into
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Claustrum Phase 1: cross-modal binding (Avenue 3)#134
TSchonleber wants to merge 2 commits into
mainfrom
claustrum-phase-1

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@TSchonleber
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Operationalizes Avenue 3 from PR #125. When ≥2 retrieval modalities surface the same memory_id, record a binding event with auto-computed binding_strength. 9 seeded modalities, 3 tables, 5 tools, 10 tests.

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TSchonleber and others added 2 commits May 20, 2026 01:26
Detects when multiple retrieval modalities converge on the same
memory_id. Crick & Koch 2005 consciousness-binding hypothesis.

- Migration 079: 3 tables. 9 seeded modalities (fts, vector,
  hybrid_rrf, pagerank_boost, multi_pass, temporal_expand,
  entorhinal_grid, procedural_search, ca3_completion).
- binding_strength = mean(weights) × min(1.0, count/4).
- 5 MCP tools: status, record_binding, register_modality,
  memory_bindings, set.
- 10 tests.

Phase 2 auto-detects from cmd_search output. Phase 3 boosts memory
confidence by binding strength.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Superseded by #138 (brainctl-consolidation-v2), which already merged this work into main as part of the v2 tool surface consolidation. Closing as redundant.

@TSchonleber TSchonleber deleted the claustrum-phase-1 branch May 21, 2026 08:16
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