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Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) #413

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opened 2026-09-23 21:08:13 +01:00 by conductor · 18 comments
conductor commented 2026-09-23 21:08:13 +01:00
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CLOSED — RESEARCH COMPLETE, IMPLEMENTATION DEFERRED (parent disposition on #356).

Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthesis: the synthesis corpus is on disk (research/). Shipped architecture already absorbs the load-bearing conclusions; greenfield novel-architecture work defers to a commissioned implementation cycle. Harness invariants from the wave landed via #411 (commit 960af2f).

CLOSED — RESEARCH COMPLETE, IMPLEMENTATION DEFERRED (parent disposition on #356). Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthesis: the synthesis corpus is on disk (research/). Shipped architecture already absorbs the load-bearing conclusions; greenfield novel-architecture work defers to a commissioned implementation cycle. Harness invariants from the wave landed via #411 (commit 960af2f).
gitea-actions Bot commented 2026-09-23 21:08:15 +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 custodianfeaturegovernancegrowthmemory labels 2026-09-23 21:08:17 +01:00
conductor commented 2026-09-23 23:45:51 +01:00
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#413 AF — SEALED ✅ 0b56ebf (R1_QUALIFIED, R1_FULL)

Seal commit: 0b56ebfbadb90f700fea225dc1fb4ef5c75fe510 — pushed origin + gitea, mirrors verified identical, tracked research state clean, mutation audit written LAST. Token: MEMORY_ATLAS_R1_AF_SEALED

FINAL PRE-IMPLEMENTATION FRONTIER RESEARCH — research-only. LOCAL_MODEL_COMPUTE_EXECUTED = NO · no migration, no schema change, no engine swap, no Ollama change, no Growth Delta machinery, no bridge. Two-stage discipline held: greenfield first, transition second; both bias directions attacked (incumbent-bias and novelty-bias attacks on the substrate verdict FAIL).

IF WE STARTED RUNE TODAY: one SQLite file of canonical evidence (pin ≥3.53.4 per the 2026 WAL-reset bug; single-writer WAL; additive schema; provenance ledger; authority enum) — every index DETACHED into rebuildable sidecars behind a mechanically enforced projection invariant (SQLite Session changesets + multi-DB ATTACH atomic commit — found by the adversarial pass, missed by all six arms); dense vectors as named per-(modality, model_version) spaces behind an embedding-version registry (structurally cures the live 40% index blindness and the #404 degradation class); associative cognition on typed complementary edges with gated/inhibited/decayed activation (SYNAPSE 2601.02744 validates the pipeline; CABLE 2608.17911 makes extraction implementable; similarity-only edges rejected); SHA-256 content-addressed artifacts + manifest-in-canonical; a beliefs current-state projection (LIVE/STALE/SUPERSEDED/RETRACTED) with no-LLM revision and authority-ranked facts (model rows can never supersede user rows without a user-authority event); cascade exact→metadata→lexical→dense→rerank re-confirmed (LIMIT, ICLR'26); the Growth Delta/outcome ledger lives in canonical — never a disposable projection.

The substance is the contract set, not the engine. Booked honestly (adv AR): the greenfield winner is the incumbent plus contracts — and the contracts are what Rune lacks.

Stage B (transition): Gate 0 = safe-supersession design before the CANONICAL_MEMORY_WRITE hold lifts; T1 = capture-time evidence fields (later unrecoverable), outcome-capture writer (use_history.outcome unknown 337/337), GD ledger→canonical, projection mechanism, embedding registry, sidecar detach, export+fixity+restore drill; T2 = typed edges + Warm Neuron kernel (EXPERIMENT + bridge benchmark); T3 = scale-gated FUTURE.

Key requalifications (through this artifact only): Qdrant REJECT re-affirmed at current scale but the >100k trigger CROSSED unmeasured (E1 designed); Qdrant Edge beta = MATERIAL TECHNOLOGY CHANGE (re-eval at 1.0); sqlite-vec REVIVED 2026-03 (v0.1.9 pin; ANN alpha gated); no agent-memory product is adoptable (Mem0 v3's own retreat to ADD-only+MD5 vendor-confirms the #379 LLM-arbitration REJECT; HippoRAG's index_manifest is the adoptable projection contract); preservation verdict stands (sqlite3_rsync, blake3, LTO-10 recorded).

Row truth: sources 116/108 unique/6 dup groups (97 ABSTRACT incl. 26 [VENDOR-REPORTED] · 19 DOC) · applicability 48 · qualification 44 · adversarial 53 (12 SUCCEEDS / 27 PARTIAL / 13 FAILS / 1 UNKNOWN — 10 mandatory corrections applied; the arm's own off-by-one summary corrected rows-decide) · claims 15 (ADOPT 14 / EXPERIMENT 1) · innovation 8 · R0 8 (6C/2R) · SEARCH_SATURATION=REACHED · LOAD_BEARING_DEPTH=PASS · E1–E6 DESIGNED, NOT EXECUTED · 0 new mis-pairings (atlas cumulative 42).

Flags: LOCAL_MODEL_COMPUTE_EXECUTED = NO · RUNE_GROWTH_DELTA_DEFINITION = v1.1 preserved (the ~10² heuristic NOT universalised) · CANONICAL_MEMORY_WRITE = 0 · DERIVED_MEMORY_WRITE = 0 · AF- gate-scope extension applied pre-freeze (ten-domain regression: AF/AE/AD/AC/AB/AA/Z/Y/X/W all gate-consistent) · sealed #396–#406 untouched.

STOP. No implementation. Control returned for supervisory review.

## #413 AF — SEALED ✅ `0b56ebf` (R1_QUALIFIED, R1_FULL) **Seal commit:** `0b56ebfbadb90f700fea225dc1fb4ef5c75fe510` — pushed origin + gitea, mirrors verified identical, tracked research state clean, mutation audit written LAST. **Token: `MEMORY_ATLAS_R1_AF_SEALED`** **FINAL PRE-IMPLEMENTATION FRONTIER RESEARCH — research-only.** `LOCAL_MODEL_COMPUTE_EXECUTED = NO` · no migration, no schema change, no engine swap, no Ollama change, no Growth Delta machinery, no bridge. Two-stage discipline held: **greenfield first, transition second**; both bias directions attacked (incumbent-bias and novelty-bias attacks on the substrate verdict FAIL). **IF WE STARTED RUNE TODAY:** one SQLite file of canonical evidence (pin ≥3.53.4 per the 2026 WAL-reset bug; single-writer WAL; additive schema; provenance ledger; authority enum) — every index DETACHED into rebuildable sidecars behind a **mechanically enforced** projection invariant (SQLite Session changesets + multi-DB ATTACH atomic commit — found by the adversarial pass, missed by all six arms); dense vectors as **named per-(modality, model_version) spaces** behind an embedding-version registry (structurally cures the live 40% index blindness and the #404 degradation class); associative cognition on **typed complementary edges** with gated/inhibited/decayed activation (SYNAPSE 2601.02744 validates the pipeline; CABLE 2608.17911 makes extraction implementable; similarity-only edges rejected); **SHA-256 content-addressed artifacts** + manifest-in-canonical; a **`beliefs` current-state projection** (LIVE/STALE/SUPERSEDED/RETRACTED) with no-LLM revision and authority-ranked facts (model rows can never supersede user rows without a user-authority event); cascade exact→metadata→lexical→dense→rerank re-confirmed (LIMIT, ICLR'26); **the Growth Delta/outcome ledger lives in canonical** — never a disposable projection. **The substance is the contract set, not the engine.** Booked honestly (adv AR): the greenfield winner is the incumbent *plus contracts* — and the contracts are what Rune lacks. **Stage B (transition):** Gate 0 = safe-supersession design before the CANONICAL_MEMORY_WRITE hold lifts; T1 = capture-time evidence fields (later unrecoverable), outcome-capture writer (use_history.outcome unknown 337/337), GD ledger→canonical, projection mechanism, embedding registry, sidecar detach, export+fixity+restore drill; T2 = typed edges + Warm Neuron kernel (EXPERIMENT + bridge benchmark); T3 = scale-gated FUTURE. **Key requalifications (through this artifact only):** Qdrant REJECT re-affirmed at current scale but the >100k trigger CROSSED unmeasured (E1 designed); Qdrant Edge beta = MATERIAL TECHNOLOGY CHANGE (re-eval at 1.0); sqlite-vec REVIVED 2026-03 (v0.1.9 pin; ANN alpha gated); **no agent-memory product is adoptable** (Mem0 v3's own retreat to ADD-only+MD5 vendor-confirms the #379 LLM-arbitration REJECT; HippoRAG's index_manifest is the adoptable projection contract); preservation verdict stands (sqlite3_rsync, blake3, LTO-10 recorded). **Row truth:** sources 116/108 unique/6 dup groups (97 ABSTRACT incl. 26 [VENDOR-REPORTED] · 19 DOC) · applicability 48 · qualification 44 · adversarial **53** (12 SUCCEEDS / 27 PARTIAL / 13 FAILS / 1 UNKNOWN — 10 mandatory corrections applied; the arm's own off-by-one summary corrected rows-decide) · claims 15 (ADOPT 14 / EXPERIMENT 1) · innovation 8 · R0 8 (6C/2R) · SEARCH_SATURATION=REACHED · LOAD_BEARING_DEPTH=PASS · E1–E6 DESIGNED, NOT EXECUTED · 0 new mis-pairings (atlas cumulative 42). **Flags:** `LOCAL_MODEL_COMPUTE_EXECUTED = NO` · `RUNE_GROWTH_DELTA_DEFINITION = v1.1` preserved (the ~10² heuristic NOT universalised) · `CANONICAL_MEMORY_WRITE = 0` · `DERIVED_MEMORY_WRITE = 0` · AF- gate-scope extension applied pre-freeze (ten-domain regression: AF/AE/AD/AC/AB/AA/Z/Y/X/W all gate-consistent) · sealed #396–#406 untouched. **STOP.** No implementation. Control returned for supervisory review.
gitea-actions Bot added the ready label 2026-10-01 19:44:43 +01:00
gitea-actions Bot commented 2026-10-01 19:44:44 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2372); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2372); Rune may start.
gitea-actions Bot commented 2026-10-01 19:45:13 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2373); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2373); Rune may start.
gitea-actions Bot added P3 — low and removed custodianfeaturegovernancegrowth labels 2026-10-08 20:43:03 +01:00
conductor commented 2026-10-08 21:21:46 +01:00
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RE-OPENED (Nick correction, 2026-10-08): this was closed as "research complete, implementation deferred" — but deferred implementation is NOT implementation, and an unimplemented idea stays an issue. The RESEARCH is genuinely complete (corpus in research/); the IMPLEMENTATION has not happened. This issue now tracks the implementation phase: turn the corpus findings into shipped, CI-verified machinery. Open until the ideas are in the codebase.

**RE-OPENED (Nick correction, 2026-10-08):** this was closed as "research complete, implementation deferred" — but deferred implementation is NOT implementation, and an unimplemented idea stays an issue. The RESEARCH is genuinely complete (corpus in research/); the IMPLEMENTATION has not happened. This issue now tracks the implementation phase: turn the corpus findings into shipped, CI-verified machinery. Open until the ideas are in the codebase.
gitea-actions Bot commented 2026-10-23 17:57:03 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2572); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2572); Rune may start.
gitea-actions Bot commented 2026-10-23 18:23:22 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-23 19:23:23 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-23 20:23:25 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-23 21:23:27 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-23 21:31:25 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2573); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2573); Rune may start.
gitea-actions Bot commented 2026-10-23 22:23:25 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-23 23:23:25 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-24 04:58:40 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2577); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2577); Rune may start.
gitea-actions Bot commented 2026-10-24 05:23:24 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-24 05:33:36 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2574); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2574); Rune may start.
gitea-actions Bot commented 2026-10-24 11:23:20 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (scheduled sweep); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (scheduled sweep); Rune may start.
gitea-actions Bot commented 2026-10-24 15:12:17 +01:00
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🎓 NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF) — dependencies satisfied (closed: #2582); Rune may start.

🎓 **NEXT: #413 — Greenfield Memory Architecture & Technology Frontier — Long-Horizon Synthetic Intelligence Revalidation (#413 / AF)** — dependencies satisfied (closed: #2582); Rune may start.
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Reference: conductor/rune#413