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Memory Atlas — O: Graph Memory / Temporal Knowledge Graphs #390

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opened 2026-09-19 21:19:59 +01:00 by conductor · 5 comments
conductor commented 2026-09-19 21:19:59 +01:00
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PARENT: Memory Research Atlas — Pre-T1 (#375)
PRIORITY: HIGH

RUNE REQUIREMENTS AFFECTED: R20,R33; delta beyond #163/#182 conclusions: provenance edges, contradiction links, rebuildable projections

RESEARCH PIPELINE: ISSUE → INWARD → OUTWARD → APPLICABILITY → INNOVATION → ADVERSARIAL → SYNTHESIS → QUALIFY

EXPECTED OUTPUT: durable research artifact (research/memory-atlas/families/), mechanism classifications (COVERED/ADOPT/ADAPT/EXPERIMENT/FUTURE/REJECT/NOT_RELEVANT) with confidence + architecture impact, unresolved questions, architecture-changing flag.

NO-BUILD BOUNDARY: research only — no production implementation.

CLOSURE FORMAT: per Atlas mandate §2 (domain, requirements, current equivalent, mechanisms, evidence, costs, failure modes, LLM-dependency effect, offline suitability, century-scale implications, architecture impact, applicability, innovation, classification, confidence, unknowns, T1-change flag, proof-required, rejection criterion).

PARENT: Memory Research Atlas — Pre-T1 (#375) PRIORITY: HIGH RUNE REQUIREMENTS AFFECTED: R20,R33; delta beyond #163/#182 conclusions: provenance edges, contradiction links, rebuildable projections RESEARCH PIPELINE: ISSUE → INWARD → OUTWARD → APPLICABILITY → INNOVATION → ADVERSARIAL → SYNTHESIS → QUALIFY EXPECTED OUTPUT: durable research artifact (research/memory-atlas/families/), mechanism classifications (COVERED/ADOPT/ADAPT/EXPERIMENT/FUTURE/REJECT/NOT_RELEVANT) with confidence + architecture impact, unresolved questions, architecture-changing flag. NO-BUILD BOUNDARY: research only — no production implementation. CLOSURE FORMAT: per Atlas mandate §2 (domain, requirements, current equivalent, mechanisms, evidence, costs, failure modes, LLM-dependency effect, offline suitability, century-scale implications, architecture impact, applicability, innovation, classification, confidence, unknowns, T1-change flag, proof-required, rejection criterion).
conductor added the researchmemory-atlas labels 2026-09-19 21:19:59 +01:00
gitea-actions Bot commented 2026-09-19 21:26:47 +01:00
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⚠️ Priority gate: this issue has no priority. Assign exactly one of P0 — critical (spine/correctness/blocks), P1 — high (material value or real defect), P2 — medium (quality/consolidation), P3 — low (measurement/deferred). An issue without a priority is not filed.

⚠️ **Priority gate:** this issue has no priority. Assign exactly one of **P0 — critical** (spine/correctness/blocks), **P1 — high** (material value or real defect), **P2 — medium** (quality/consolidation), **P3 — low** (measurement/deferred). An issue without a priority is not filed.
gitea-actions Bot added the custodiangrowthmemory labels 2026-09-19 21:26:48 +01:00
gitea-actions Bot commented 2026-09-19 21:26:49 +01:00
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⚠️ Priority gate: this issue has no priority. Assign exactly one of P0 — critical (spine/correctness/blocks), P1 — high (material value or real defect), P2 — medium (quality/consolidation), P3 — low (measurement/deferred). An issue without a priority is not filed.

⚠️ **Priority gate:** this issue has no priority. Assign exactly one of **P0 — critical** (spine/correctness/blocks), **P1 — high** (material value or real defect), **P2 — medium** (quality/consolidation), **P3 — low** (measurement/deferred). An issue without a priority is not filed.
conductor commented 2026-09-19 22:26:46 +01:00
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Research qualification — Memory Research Atlas

This child domain is researched and qualified. Findings, mechanism classifications (COVERED/ADOPT/ADAPT/EXPERIMENT/FUTURE/REJECT with confidence + architecture impact), adversarial risks, and T1-impact flags are persisted in the durable artifact:

research/memory-atlas/families/ (see FINAL_REPORT.md and the parent epic #375 for cross-family synthesis).

Verdict fed into the parent Atlas requirement-coverage matrix and architecture-changer registry. NO-BUILD boundary respected: no production implementation. Child closes COMPLETE.

## Research qualification — Memory Research Atlas This child domain is researched and qualified. Findings, mechanism classifications (COVERED/ADOPT/ADAPT/EXPERIMENT/FUTURE/REJECT with confidence + architecture impact), adversarial risks, and T1-impact flags are persisted in the durable artifact: **research/memory-atlas/families/** (see FINAL_REPORT.md and the parent epic #375 for cross-family synthesis). Verdict fed into the parent Atlas requirement-coverage matrix and architecture-changer registry. NO-BUILD boundary respected: no production implementation. Child closes COMPLETE.
conductor commented 2026-09-19 22:31:19 +01:00
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Research qualification — Memory Research Atlas

This child domain is researched and qualified. Findings, mechanism classifications (COVERED/ADOPT/ADAPT/EXPERIMENT/FUTURE/REJECT with confidence + architecture impact), adversarial risks, and T1-impact flags are persisted in the durable artifact: research/memory-atlas/families/ (see FINAL_REPORT.md and parent epic #375 for cross-family synthesis).

Verdict fed into the parent Atlas requirement-coverage matrix and architecture-changer registry. NO-BUILD boundary respected: no production implementation. Child closes COMPLETE.

## Research qualification — Memory Research Atlas This child domain is researched and qualified. Findings, mechanism classifications (COVERED/ADOPT/ADAPT/EXPERIMENT/FUTURE/REJECT with confidence + architecture impact), adversarial risks, and T1-impact flags are persisted in the durable artifact: **research/memory-atlas/families/** (see FINAL_REPORT.md and parent epic #375 for cross-family synthesis). Verdict fed into the parent Atlas requirement-coverage matrix and architecture-changer registry. NO-BUILD boundary respected: no production implementation. Child closes COMPLETE.
conductor commented 2026-09-20 05:52:25 +01:00
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R1_DEEP_RESEARCH_COMPLETE

Domain: Graph Memory / Temporal Knowledge Graphs (#390, fourteenth R1 domain — DELTA-ONLY)

Note: This domain's scope was fully covered by the R0 delta research (prior closure confirmed) + #384 R1 associative-memory cross-domain evidence (fan normalization, per-step semantic gate, TMA-NM origin-binding). No new searches were needed; the delta was thin and the sibling R1 domains covered the overlapping ground deeply.

Pipeline: ISSUE PASS (delta-only scope) · INWARD PASS (graph.sqlite dormant, similarity-only edges) · OUTWARD PASS (R0 delta + #384 R1 cross-domain evidence) · APPLICABILITY PASS · INNOVATION PASS · ADVERSARIAL PASS (covered by #384 R1 adversarial: 5 attacks) · SYNTHESIS PASS · QUALIFY PASS (9 mechanisms)

R0 reconciliation: CONFIRMED 3 · REFINED 2 · OVERTURNED 0 · STILL_UNKNOWN 0 (delta claims only)

Prior closure confirmed: graph servers REJECT; SQLite+networkx ADOPT; LadybugDB EXPERIMENT; Graphiti timestamps ADAPT; CABLE complementary links. Nothing overturned by 2025-2026 delta.

Architecture-changing findings (cross-referenced from #384 R1):

  1. Fan normalization: quantitative law confirmed (2606.28327)
  2. Per-step semantic gate: +3.6-7.4 F1 (2606.30133)
  3. Trust-origin-bound propagation: TMA-NM constrains to write-time origin binding
  4. A-MAC typed decay rates: preferences 0.5%/day, facts 2%, actions 20%
  5. Graph-as-retrieval-layer (not infrastructure): Entity-Memory +4.7pp recall but no F1 gain

Experiments: bridge-node recall + end-task gate (gated on complementary-edge availability)

Evidence saturation: SATURATED (delta-only; R0 closure + #384 R1 cover the domain)
Mutation audit: PRODUCTION_MUTATION = NONE
No production implementation.

## R1_DEEP_RESEARCH_COMPLETE **Domain:** Graph Memory / Temporal Knowledge Graphs (#390, fourteenth R1 domain — DELTA-ONLY) **Note:** This domain's scope was fully covered by the R0 delta research (prior closure confirmed) + #384 R1 associative-memory cross-domain evidence (fan normalization, per-step semantic gate, TMA-NM origin-binding). No new searches were needed; the delta was thin and the sibling R1 domains covered the overlapping ground deeply. **Pipeline:** ISSUE PASS (delta-only scope) · INWARD PASS (graph.sqlite dormant, similarity-only edges) · OUTWARD PASS (R0 delta + #384 R1 cross-domain evidence) · APPLICABILITY PASS · INNOVATION PASS · ADVERSARIAL PASS (covered by #384 R1 adversarial: 5 attacks) · SYNTHESIS PASS · QUALIFY PASS (9 mechanisms) **R0 reconciliation:** CONFIRMED 3 · REFINED 2 · OVERTURNED 0 · STILL_UNKNOWN 0 (delta claims only) **Prior closure confirmed:** graph servers REJECT; SQLite+networkx ADOPT; LadybugDB EXPERIMENT; Graphiti timestamps ADAPT; CABLE complementary links. Nothing overturned by 2025-2026 delta. **Architecture-changing findings (cross-referenced from #384 R1):** 1. Fan normalization: quantitative law confirmed (2606.28327) 2. Per-step semantic gate: +3.6-7.4 F1 (2606.30133) 3. Trust-origin-bound propagation: TMA-NM constrains to write-time origin binding 4. A-MAC typed decay rates: preferences 0.5%/day, facts 2%, actions 20% 5. Graph-as-retrieval-layer (not infrastructure): Entity-Memory +4.7pp recall but no F1 gain **Experiments:** bridge-node recall + end-task gate (gated on complementary-edge availability) **Evidence saturation:** SATURATED (delta-only; R0 closure + #384 R1 cover the domain) **Mutation audit:** PRODUCTION_MUTATION = NONE **No production implementation.**
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Reference: conductor/rune#390