From 30d6604514f04aa6a6318b6cdfd8e2633bd542fe Mon Sep 17 00:00:00 2001 From: Claude Date: Sat, 13 Jun 2026 21:02:50 +0000 Subject: [PATCH 1/4] =?UTF-8?q?docs(plans):=20SoA=20migration=20diff=20res?= =?UTF-8?q?olution=20=E2=80=94=20catch-up=20audit=20+=20post-#490=20supers?= =?UTF-8?q?ession=20map?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit New: .claude/plans/soa-migration-diff-resolution-2026-06-13.md (216 lines). Errata stubs prepended to 4 affected plans pointing here. Operator directive: "the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff." Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc that names every drift between plan framing and shipped reality post-#487/#489/#490. Headline drifts named: - identity-architecture-exists-vs-needs-v1 §N1 UUIDv8 layout is FULLY SUPERSEDED by OGAR/CLAUDE.md P0 canon. The proposed namespace + entity_type + kind + niblepath_prefix + shape_hash + local + RFC version/variant + layout_version did NOT ship. Canon's classid · HEEL · HIP · TWIG · family · identity (no ceremony, no shape_hash, no in-band layout version) won (#489 code form, #490 wired + Phase-A retired). - bindspace-singleton-to-mailbox-soa-v1's CollapseGateEmission + emit() + baton-as-type were retired in #487 tombstone (no inter-mailbox handoff type). last_emission_cycle → last_active_cycle per #477. - unified-soa-convergence-v1 §4.2 stack pins drifted (lance =7.0.0, lancedb =0.30.0); the 2026-05-29 addendum partially addressed. - polyglot-container-query-membrane-v1 ratified research-only (the self-describing-key convergence dissolved the membrane question; canon's class-in-key makes the cold path already a graph). Current sequence status: - D-MBX-A1 columns SHIPPED (#386, mailbox_soa.rs:73-94). - D-MBX-A2 (Hamming planes + temporal/expert) STILL QUEUED, still the gating gap. MailboxSoA has no Hamming columns. - S2-S4 UNSHIPPED. driver.rs:56 still has pub(crate) bindspace: Arc; bin/serve.rs:29 + bin/grpc.rs:29 still call BindSpace::zeros(4096); engine_bridge.rs ~34KB unchanged. - SoaEnvelope trait shipped (#477); ZERO real implementors (only TestEnvelope in tests). MailboxSoA does NOT impl it. Staunen/Wisdom-as-integration-ladder-position correction (handover §8 + operator image relay 2026-06-13: the 8-rung pyramid Stimuli → Data → Information → Knowledge → Expertise/Discrimination → Self-Actualization → Universal Knowledge → Transcendence with discipline rising left, entropy falling right): Staunen and Wisdom are TWO ENDS OF ONE AXIS (signed integration-step marker derived from plasticity_counter + last_active_cycle + classid-prefix codebook hit-rate), NOT two qualia archetypes. Connects to the canon's TWO-ALGEBRA RULE (signed = vsa_bind side; magnitude = vsa_bundle, never raw-XOR). NOT YET corrected in lance-graph CLAUDE.md; flagged as TD-CLAUDE-MD-STAUNEN-MISNAME with two specific edits identified. LE-contract violations still on the books (handover §9): - engine_bridge.rs f32 → from_f32_17d → i4 qualia re-encode - Vsa16kF32 persisted as cross-boundary in BindSpace singleton - DTO-as-owned-Vec sites (BusDto/StreamDto/ResonanceDto) - Two same-name CausalEdge64 types - OntologyRegistry linear-scan vs doc claim of O(1) All dissolve at S2/S4 or have their own follow-up PR per §7 punchlist. Resolution doc §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. https://claude.ai/code/session_01VysoWJ6vsyg3wEGc5v7T5v --- .claude/board/AGENT_LOG.md | 4 + .../bindspace-singleton-to-mailbox-soa-v1.md | 2 + ...dentity-architecture-exists-vs-needs-v1.md | 2 + .../polyglot-container-query-membrane-v1.md | 2 + ...oa-migration-diff-resolution-2026-06-13.md | 216 ++++++++++++++++++ .claude/plans/unified-soa-convergence-v1.md | 2 + 6 files changed, 228 insertions(+) create mode 100644 .claude/plans/soa-migration-diff-resolution-2026-06-13.md diff --git a/.claude/board/AGENT_LOG.md b/.claude/board/AGENT_LOG.md index d83335c8..801f4c2a 100644 --- a/.claude/board/AGENT_LOG.md +++ b/.claude/board/AGENT_LOG.md @@ -1,3 +1,7 @@ +## 2026-06-13 — SoA migration diff resolution doc (catch-up audit + post-#490 supersession map) + +**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-integration-ladder-position correction** (handover §8 + operator image relay 2026-06-13: the 8-rung DIKW-extended pyramid Stimuli→Data→Information→Knowledge→Expertise/Discrimination→Self-Actualization→Universal Knowledge→Transcendence with discipline rising left / entropy falling right): Staunen and Wisdom are TWO ENDS OF ONE AXIS (signed integration-step marker), not two qualia archetypes. Derivatives over `plasticity_counter` + `last_active_cycle` + classid-prefix-resolved codebook hit-rate; orthogonal to the qualia codebook; signed = vsa_bind side of the TWO-ALGEBRA RULE. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with two specific edits identified. **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. + ## 2026-06-13 — #489 canonicalised: wire-in + self-describing Display + retire Phase-A wrapper **bardioc cross-session.** Operator pin: *"#489 is canonical."* Audited OGAR/CLAUDE.md P0 against `canonical_node.rs` group-by-group. Key (classid·HEEL·HIP·TWIG·family·identity = 8·4·4·4·6·6 hex) matches exactly; RFC-WAIVED matches ("No UUID ceremony"); 3×4 uniform tiers match (each u16; tier-of-level = `level >> 2`); 16-byte EdgeBlock at fixed offset = row-layout analogue of the zero-fallback ladder (default class's default ClassView reserves it, registry-resolved opt-out for non-default classes, "reserve-don't-reclaim" at row level). **One gap closed:** canon mandates *"every printed GUID is self-describing at sight"* via the dash-groups, wrapper had no `Display`. Added `impl Display for NodeGuid` emitting canonical `{classid:08x}-{heel:04x}-{hip:04x}-{twig:04x}-{family:06x}{identity:06x}` (LE in-memory bytes folded through the accessors so hex print is canon-ordered regardless). +2 Display tests. **Phase-A wrapper retired in the same PR** (operator: *"delete #480 from your mind"*): `identity.rs` deleted (UUIDv8 NodeGuid + RFC ceremony bits + IDENTITY_LAYOUT_VERSION + SHAPE_HASH_BITS/LOCAL_BITS — all canon-incompatible per *"wrappers adapt to the canon, never the reverse"*); `pub use identity::{NodeGuid, IDENTITY_LAYOUT_VERSION}` → `pub use canonical_node::{EdgeBlock, NodeGuid, NodeRow}`; `pub mod identity;` removed. Two stale doc references reworded: `hhtl.rs:192` (`from_packed` now a general HHTL utility, not identity::NodeGuid-specific), `lance-graph-ontology/src/registry.rs:405` (`niblepath_of` now points at the canon's `classid·HEEL·HIP·TWIG` resolution). `cargo test -p lance-graph-contract --lib`: **594/594 green** (−10 retired UUIDv8 tests, +2 Display, +8 wire-in canonical_node tests now visible); `cargo check -p lance-graph-ontology`: clean (5 pre-existing `oxrdf::Subject` deprecation warnings, untouched files); `cargo clippy -p lance-graph-contract --all-targets -- -D warnings`: clean. Anchored on #482 (GUID canon) + #489 (canonical_node) + OGAR/CLAUDE.md P0 (the canon itself, *"wrappers audited against this canon group-by-group — never the reverse"*). diff --git a/.claude/plans/bindspace-singleton-to-mailbox-soa-v1.md b/.claude/plans/bindspace-singleton-to-mailbox-soa-v1.md index d34d547c..c42447d7 100644 --- a/.claude/plans/bindspace-singleton-to-mailbox-soa-v1.md +++ b/.claude/plans/bindspace-singleton-to-mailbox-soa-v1.md @@ -1,5 +1,7 @@ # bindspace-singleton-to-mailbox-soa-v1 — dissolve the shared `Arc` into per-mailbox `MailboxSoA` thoughtspace +> **ERRATA (2026-06-13, post-#490):** D-MBX-A1 columns are shipped (PR #386, mailbox_soa.rs); `last_emission_cycle` is renamed to `last_active_cycle` (PR #477); `CollapseGateEmission` + `MailboxSoA::emit()` are deleted (PR #487); §2.6 DTO inventory predates the TD-RESONANCEDTO-DUP-1 deferral. §5 sequencing (D-MBX-A2 → S1 → S2 → S3 → S4) is still directionally correct; D-MBX-A2 is the current gating gap. Full diff resolution: `soa-migration-diff-resolution-2026-06-13.md`. + > **Status:** CONJECTURE / design (migration spec). NOT yet implemented. > **Date:** 2026-05-27. > **Owns the answer to:** *"make MailboxSoA the individual, mailbox-owned, ephemeral diff --git a/.claude/plans/identity-architecture-exists-vs-needs-v1.md b/.claude/plans/identity-architecture-exists-vs-needs-v1.md index dc0469a8..02f0a644 100644 --- a/.claude/plans/identity-architecture-exists-vs-needs-v1.md +++ b/.claude/plans/identity-architecture-exists-vs-needs-v1.md @@ -1,5 +1,7 @@ # Identity Architecture — What Exists vs What Needs Building (v1) +> **ERRATA (2026-06-13, post-#490):** §N1's proposed UUIDv8 layout (`namespace + entity_type + kind + niblepath_prefix + shape_hash + local + RFC version/variant + layout_version`) is **fully superseded by the operator-pinned canon** (OGAR/CLAUDE.md P0). Canon's `classid · HEEL · HIP · TWIG · family · identity` (8·4·4·4·6·6 hex; 3×4 uniform; RFC-WAIVED; no shape_hash, no layout_version) shipped in `canonical_node.rs` (PR #489) and was canonicalised via lib.rs re-export switch in PR #490; the Phase-A wrapper `identity.rs` was deleted in the same PR (zero in-tree consumers per #480's own body). §N5 `entity_type ↔ NiblePath` bijection: **shipped** in PR #484 (`lance-graph-ontology::registry`). §N3 `SoaEnvelope` impls: still queued. Full diff resolution: `soa-migration-diff-resolution-2026-06-13.md`. + > **Status:** INTEGRATION MAP + PLAN. Grounded by first-hand reads + two parallel > cross-repo sweeps (2026-06-09). Companion to > `cognitive-write-roundtrip-substrate-v1.md` (the round-trip mechanism). diff --git a/.claude/plans/polyglot-container-query-membrane-v1.md b/.claude/plans/polyglot-container-query-membrane-v1.md index aa756b40..8f1c6931 100644 --- a/.claude/plans/polyglot-container-query-membrane-v1.md +++ b/.claude/plans/polyglot-container-query-membrane-v1.md @@ -1,5 +1,7 @@ # Polyglot Container Query Membrane — SurrealQL AST + DataFusion UDF + Cypher over one HHTL address space (v1) +> **ERRATA (2026-06-13, post-#490):** Ratified as **research-only / superseded in spirit**. The "membrane / strategy-registry" framing was superseded in discussion by the self-describing-key convergence (class-in-key makes the cold path already a graph; no membrane needed) and by the GUID-canon PR #482 that crystallised the operator's canon. The verified file:line surface of lance-graph + the surrealdb fork's AST/RecordId/kv-lance remains useful as a grounded inventory but is not a committed direction. Full diff resolution: `soa-migration-diff-resolution-2026-06-13.md`. + > **Status:** RESEARCH MAP + INTEGRATION PLAN. Grounded 2026-06-09 by two parallel > repo sweeps (lance-graph + the surrealdb fork) with main-thread spot-verification > of every load-bearing claim (one agent claim caught false and corrected, §2.4). diff --git a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md new file mode 100644 index 00000000..58f1e82d --- /dev/null +++ b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md @@ -0,0 +1,216 @@ +# SoA migration diff resolution — 2026-06-13 + +> **Type:** meta-resolution (audit + supersession map), not a new plan. +> **Audience:** any session touching the BindSpace dissolution, the SoA envelope ABI, the identity architecture, or the cycle-coherent snapshot work after PR #490. +> **Scope:** harmonises the SoA / BindSpace / identity plan family against the shipped reality post-#487/#489/#490 + the operator-pinned canon (OGAR/CLAUDE.md P0). Names every drift, pins the supersession, and lists the open work that survives. Does not declare new deliverables; does not retroactively rewrite plan bodies. +> **Trigger:** the bardioc cross-session driver opened PR #490 ("#489 is canonical"), which retired the Phase-A UUIDv8 wrapper. With the canonical NodeGuid layout now live, multiple plans hold framing that no longer matches code or canon. Resolution doc lands the diff in one place. + +--- + +## 1. Canon anchors (the truth all plans must match) + +| Anchor | Where | Says | +|---|---|---| +| Operator GUID canon | `OGAR/CLAUDE.md` P0 | 16-byte key = `classid · HEEL · HIP · TWIG · family · identity` (8·4·4·4·6·6 hex); RFC-WAIVED ("the GUID is NOT RFC-stamped"); 3×4 uniform tiers; tier-of-level = `level >> 2`; codebook scoping = classid prefix; *"wrappers adapt to the canon, never the reverse."* | +| Doc-lock | `lance-graph/CLAUDE.md` (4ea6ac92, #488 line-of-commits) | Same layout; reserve-don't-reclaim discipline for the zero-fallback ladder; canon does not pre-pay RFC ceremony in every key. | +| Code form | `crates/lance-graph-contract/src/canonical_node.rs` (#489 + #490) | Locked layout matches canon group-by-group; `Display` impl renders self-describing 8-4-4-4-12 hex; size-asserts at 16/16/512; 12+4 `EdgeBlock`; 480-byte `value` slab on `NodeRow`. | +| Three-tier model | `docs/architecture/soa-three-tier-model.md` (#477) | **No emission, no inter-mailbox handoff type.** SoA is zero-copy from creation to Lance tombstone. `MailboxSoaOwner` mutates; `MailboxSoaView` reads. Lance's columnar I/O writes LE bytes from the in-place store. | +| Tombstone commit | #487 | `CollapseGateEmission` + `MailboxSoA::emit()` deleted from source; `last_emission_cycle → last_active_cycle`; `consume_firing(row) -> bool` is the in-place successor. | +| Phase-A retirement | #490 | `identity::NodeGuid` (UUIDv8 wrapper) deleted; `IDENTITY_LAYOUT_VERSION` removed; `lance_graph_contract::NodeGuid` now re-exported from `canonical_node`. | + +--- + +## 2. Plan inventory and status + +The SoA / BindSpace / identity plan family, post-#490. + +| Plan file | Intent (one line) | Status after #490 | Land-PRs | +|---|---|---|---| +| `bindspace-singleton-to-mailbox-soa-v1.md` (2026-05-27) | Dissolve `Arc` singleton → per-mailbox `MailboxSoA` | **Partially-superseded.** §3 column-by-column map authoritative; D-MBX-A1 columns shipped in #386; §2.6 DTO inventory and §5 sequencing predate the #477 emission tombstone (which made some §5 details moot). | #386 (D-MBX-A1 columns), #477 (rename + tombstone), #487 (emit() removed) | +| `unified-soa-convergence-v1.md` + addendum (2026-05-29) | "Five layered rulings" for SoA end-to-end, never re-encoded | **Authoritative as doctrine, stale on stack pins.** §1 rulings unchanged (anchor for E-SOA-IS-THE-ONLY). §4.2 stack table predates lance→7.0.0 / lancedb→0.30.0 bumps. Addendum (#486) partially addresses; this doc names the residual. | #434 (landed), #486 (addendum), #487/#488/#489/#490 (incremental impl) | +| `identity-architecture-exists-vs-needs-v1.md` (2026-06-09) | Compose `NodeGuid` from existing scalars (UUIDv8) | **§N1 layout fully-superseded by canon.** The proposed `namespace + entity_type + kind + niblepath_prefix + shape_hash + local + RFC version/variant + layout_version` layout did NOT ship. Canon's `classid + HEEL + HIP + TWIG + family + identity` (no ceremony, no shape_hash, no layout_version) won. §N5 entity_type↔NiblePath bijection: **shipped** in #484. §N3 SoaEnvelope impls: **still queued** (only `TestEnvelope` implements). | #480 (Phase-A, retired), #484 (bijection), #489 (canon code form), #490 (canon wired + Phase-A retired) | +| `cognitive-write-roundtrip-substrate-v1.md` (2026-06-11) | Cold-path write as `TripletProjection` + roundtrip_eq gate | **Still-authoritative.** Doctrine intact; blocked on `SoaEnvelope` impls for the canonical row layout. | None yet shipped | +| `cycle-coherent-soa-snapshot-v1.md` | Arc-swap COW snapshot at column granularity | **Still-authoritative.** Trait shape (`SnapshotProvider::Column`, generic `MailboxSoaSnapshot`) ratified by #487 CodeRabbit-Critical fix. No implementor yet. | None yet shipped | +| `singleton-to-snapshot-nudge-v1.md` (PR #478) | Every shared-mutable singleton → per-owner SoA + Arc-swap | **Still-authoritative.** Codebook-vs-runtime-state rule unchanged. D-SNGL-3 (AttentionMatrix `unbundle_from`) still queued. | #478 (plan, no code) | +| `polyglot-container-query-membrane-v1.md` (PR #484) | SurrealQL + DataFusion + Cypher membrane over HHTL | **Research-only / superseded in spirit.** Author self-flagged in #484 body: *"superseded in discussion by the self-describing-key convergence (the class-in-key makes the cold path already a graph; no membrane needed)."* | None | +| `causaledge64-mailbox-rename-soa-v1.md` | `MailboxSoA` shape + cycle-stamp rename | **Mostly shipped.** D-CSV-1/2/5a/7 done; the rename is in #477. | #383/#384/#386/#477 | +| `bindspace-columns-v1.md` | Original column-map prior to dissolution | **Superseded by `bindspace-singleton-to-mailbox-soa-v1.md`.** Kept for history. | (historical) | + +--- + +## 3. Concept-level diff (shipped vs planned) + +### 3.1 Retired (planned, but never shipped or deleted post-ship) + +| Concept | Plan reference | Disposition | +|---|---|---| +| `CollapseGateEmission` | bindspace-singleton-to-mailbox-soa-v1 §5; causaledge64-mailbox-rename §3 | **Deleted #487.** Replaced by in-place `MailboxSoA::consume_firing(row)`. | +| `MailboxSoA::emit()` | bindspace-singleton-to-mailbox-soa-v1 §3 | **Deleted #487.** Same successor. | +| "Baton" as a `(u16 target, CausalEdge64)` carrier type | bardioc handover §5; CLAUDE.md 2026-05-26 block | **Never materialised.** Three-tier model (#477) ratifies "no inter-mailbox handoff type at all." `MailboxId`/`MergeMode`/`GateDecision` survive as concepts in `collapse_gate.rs`. | +| `wire_cost_bytes() = 13 + 10·baton_count` | CLAUDE.md 2026-05-26 block | **Gone with the carrier (#477).** | +| `Vsa16kF32` as a *carrier* | unified-soa-convergence-v1 §2.2; bardioc handover §1 | **Deprecated as carrier; still allocated as `BindSpace.fingerprints.cycle`.** Plan §0 says "deprecated"; code at `bindspace.rs` still holds the 64KB plane. Dissolution lands at S4. | +| `identity::NodeGuid` (UUIDv8 wrapper) | identity-architecture-exists-vs-needs-v1 §N1 | **Deleted #490.** Pre-production with zero in-tree consumers per #480's own body; canon-incompatible per "wrappers adapt to the canon, never the reverse." | +| `IDENTITY_LAYOUT_VERSION` | identity-architecture-exists-vs-needs-v1 §N1 | **Deleted #490.** Canon does not pre-pay an in-band layout version in every key. | +| `SHAPE_HASH_BITS` / `LOCAL_BITS` consts | identity-architecture-exists-vs-needs-v1 §N1 | **Deleted #490.** Canon real-estate reclaimed: HIP+TWIG occupy the bytes the wrapper had spent on `shape_hash`. | +| `niblepath_prefix` slot in NodeGuid | identity-architecture-exists-vs-needs-v1 §N1 | **Not in canon.** Canon's HEEL is 4 nibbles uniform (not a truncated prefix of a `NiblePath`); HIP+TWIG are 4 more nibbles each (uniform 3×4). | +| RFC 9562 version=8 / variant=0b10 bits | identity-architecture-exists-vs-needs-v1 §N1 | **Not in canon.** Canon: *"RFC 9562 is a WRAPPER format, and wrappers adapt to the canon, never the reverse — any boundary that genuinely requires RFC-valid UUIDs owns that adaptation at its membrane and pays it explicitly."* | + +### 3.2 Renamed (plan vs code label drift) + +| Plan label | Code label | Where | +|---|---|---| +| `last_emission_cycle` | `last_active_cycle` | mailbox_soa.rs (PR #477 rationale: "there is no emission; the stamp marks in-place consumption") | +| `MailboxSoA::emit()` | `MailboxSoA::consume_firing(row)` | mailbox_soa.rs (PR #487 successor; zero-copy in-place stamp + energy reset) | +| `advance_phase` | `try_advance_phase` (Result-returning) | soa_view.rs (PR #487, returns `Result`) | +| `identity::NodeGuid` | `canonical_node::NodeGuid` (re-exported as `lance_graph_contract::NodeGuid`) | #490 | + +### 3.3 Shipped but never planned (genuinely new in code) + +| Concept | Code site | Notes | +|---|---|---| +| Zero-fallback ladder on `NodeGuid` | canonical_node.rs:11-18 | classid==0 ⇒ default class (dormant); family==0 ⇒ default basin (dormant); identity alone discriminates in the bootstrap state. "Reserve, don't reclaim" — same discipline that `EdgeBlock` extends to row-layout level. | +| `EdgeBlock` (12 in-family + 4 out-of-family) | canonical_node.rs:120-127 | Canonical, not mandatory: 16 bytes always reserved (zeroed when unused). Opt-out is registry-resolved via `classid → ClassView`, never by changing the row stride. The row-layout analogue of the key-side zero-fallback ladder. | +| `NodeRow { key:16, edges:16, value:480 } = 512 byte` | canonical_node.rs:129-140 | The Lance row the `MailboxSoaOwner` owns and the `MailboxSoaView` reads. Value slab is class-resolved; energy/meta/qualia/entity_type/materialised CausalEdge64/helix residue/fingerprint/class extensions all land here when the class's ClassView declares them. | +| `impl Display for NodeGuid` | canonical_node.rs:135-150 (#490) | Self-describing `{classid:08x}-{heel:04x}-{hip:04x}-{twig:04x}-{family:06x}{identity:06x}` per canon's *"every printed GUID is self-describing at sight."* LE in-memory bytes fold through the accessors so hex print is canon-ordered regardless. | +| Three-tier model formal split | docs/architecture/soa-three-tier-model.md (#477) | Tier 1 = MailboxSoA (hot, zero-copy creation→tombstone); Tier 2 = KanbanColumn / Rubicon (sole secondary, sole-mutator via `try_advance_phase`); Tier 3 = OGIT ontology + OGAR classes (inherited, O(1) via HHTL/`NiblePath` prefix). | +| `SoaEnvelope` trait (envelope-level LE contract) | soa_envelope.rs (#477) | Stable column ordering, fixed row stride, cycle stamp, `ENVELOPE_LAYOUT_VERSION = 1`, `verify_layout()` gate (catches stride mismatch, column overlap, column-past-stride, packet size mismatch, version skew). | + +### 3.4 Status discrepancies (plan says X, code says Y) + +| Item | Plan says | Code says | +|---|---|---| +| **D-MBX-A1 columns** (edges/qualia/meta/entity_type on MailboxSoA) | "Ship S1" | **Shipped** (PR #386, mailbox_soa.rs:73-94 with named setters/getters) | +| **D-MBX-A2** (Hamming planes + temporal/expert) | Gating gap | **Still queued** — MailboxSoA has no Hamming columns yet (mailbox_soa.rs:51-108) | +| **S2** (G4 dissolve / engine_bridge ~600→~150 LOC) | Queued behind A2+S1 | **Not shipped** — engine_bridge.rs ~34KB unchanged | +| **S4** (delete `Arc`) | Final step | **Not shipped** — driver.rs:56 still has `pub(crate) bindspace: Arc`; both `bin/serve.rs:29` and `bin/grpc.rs:29` still call `BindSpace::zeros(4096)` | +| **`SoaEnvelope` impl for MailboxSoA** | Implied substrate | **No real implementor exists.** Only `TestEnvelope` in `soa_envelope.rs` tests (lines 254-310). MailboxSoA does not impl `SoaEnvelope`. | +| **`MailboxSoaOwner` / `MailboxSoaView` for MailboxSoA** | Ratified trait split (three-tier doc) | **No real implementor exists.** Traits defined; MailboxSoA does not implement them. | + +--- + +## 4. BindSpace dissolution sequence status (post-#490) + +The bardioc handover named `D-MBX-A2 → S1 → S2 → S3 → S4` sequencing. Status as of 2026-06-13 19:54Z (post-#490): + +| Step | Deliverable | Status | Blocker / next move | +|---|---|---|---| +| **D-MBX-A2** | Hamming planes (`content`/`topic`/`angle: [[u64; 256]; N]`) + temporal/expert decisions on `MailboxSoA` | ✗ Queued | Type work; OQ-11.2 default W=16 implies ~6 KB/thought addition | +| **S1** | G5 + G6 retargets (qualia I/O + `persist_cycle` minus cycle plane) | ✗ Queued, partially-trivial | A2 not strictly required for qualia/edges/meta retargets; engine_bridge still routes through BindSpace | +| **S2** | G4 dissolve (BusDto → row-view, `dispatch_busdto`/`unbind_busdto`/`busdto_to_binary16k` deleted; engine_bridge ~600 → ~150 LOC) | ✗ Queued | A2 + S1 — content-plane writes need Hamming columns | +| **S3** | G1 reshape (`ingest_codebook_indices` → thin sensor adapter; StreamDto becomes a true membrane-edge type) | ✗ Queued | S2 | +| **S4** | Delete `Arc` field on `ShaderDriver` + the two `BindSpace::zeros(4096)` allocations + `bindspace.rs:234` type itself | ✗ Queued | S3 | + +**Honest assessment:** the canonical row layout is now live in `canonical_node.rs` (#489/#490), but **MailboxSoA has not yet been migrated to use `NodeRow` row-strided storage**. The plan's S2 ~600→~150 LOC engine_bridge shrink is the next high-leverage move, and it needs A2 first. + +--- + +## 5. LE-contract violations still on the books + +Per bardioc handover §9 zero-copy audit, "bytes don't translate at any boundary." Sites that still violate: + +| Violation | Location | Status | +|---|---|---| +| f32 → `from_f32_17d` → i4 re-encode at the qualia sensor membrane | `engine_bridge.rs` (handover named line 262-267; verify exact range post-rebases) | ✗ Still present. Canonical bad pattern: the f32 should die at the sensor membrane; everything past it should already be i4 bytes. | +| `Vsa16kF32` as cross-boundary persistent state | `bindspace.rs` `FingerprintColumns.cycle` (the 64 KB plane) | ✗ Still allocated. Plan says "ephemeral local compute only" (E-BATON-1 carve-out); code persists it at singleton level. Dissolves at S4. | +| DTO-as-owned-`Vec` where the DTO could be a `&[T]` view over a SoA column | engine_bridge.rs BusDto/StreamDto/ResonanceDto payloads | ✗ Still present. G4 dissolve (S2) addresses this. | +| Two same-name `CausalEdge64` types | causal-edge / thinking-engine | ✗ Disambiguation PR called out in #487 body as "not in scope — needs its own PR." | +| `OntologyRegistry` linear-scan vs the doc claim of "O(1) index" | `ontology` crate | ✗ Called out in #477 docs/probes/particle-soa-envelope-audit.md. Replace with HHTL radix-trie lookup; evaluate `entity_type` redundancy. | + +**Not violated** (audit checked): +- Cognitive-shader-driver does not do Arrow translation on the hot path. Arrow lives only in the ontology cold path (legit per handover §9's "calcified cold knowledge" carve-out). +- The new `NodeGuid::Display` impl (#490) is LE-clean: bytes are folded through field accessors that read LE, so hex print is canon-ordered regardless of in-memory byte order. + +--- + +## 6. The Staunen/Wisdom-as-integration-ladder-position correction + +**Source:** bardioc handover §8 (2026-06-05) + operator image relay (2026-06-13, the 8-rung integration pyramid). + +**The framing the canon actually wants:** `Staunen` and `Wisdom` are **positions on the integration-ladder discipline↔entropy axis**, NOT qualia archetypes. The 8-rung pyramid is: + +``` + Transcendence ↑ + Universal Knowledge │ increasing + Self-Actualization │ discipline + Expertise & Discrimination │ ↑ + Knowledge │ + Information │ increasing + Data │ entropy ↓ + Stimuli ↓ +``` + +- **Staunen** (the moment of wonder / fresh discrimination) = a firing whose dynamics signal *high entropy at a low-discipline rung* — the substrate registers a step-up where the integration ladder hasn't yet stabilised. *"This is novel here."* +- **Wisdom** = a firing whose dynamics signal *low entropy at a high-discipline rung* — the substrate registers settled discrimination where the ladder has consolidated. *"This is well-rehearsed here."* + +They are **two ends of one axis** (a single signed scalar — discipline minus entropy, or equivalently the bipolar phase of the integration step), not two independent qualia. The 2026-06-13 image is the operator's relay of this framing. + +**Substrate implication:** Staunen and Wisdom are derivatives over `plasticity_counter` + `last_active_cycle` + classid-prefix-resolved codebook hit-rate — i.e., they're computed from the SoA's lifecycle columns, never stored as their own column. They are **orthogonal** to the qualia codebook (which names the archetype the firing snaps to). They correlate with codebook miss-rate on genuinely-novel input but neither implies the other: + +- Familiar state (Wisdom side: low Staunen, high discipline) can still miss the codebook — composite or atypical archetype shape, no integration-step implication. +- Novel firing (Staunen side: high entropy, low discipline) can land cleanly on a known archetype — Staunen without trie-miss, because the pattern is recognisable but unprecedented *at this rung*. +- The codebook-miss IS the Staunen signal **for free** — a side effect of the lookup with structural context (which classid-prefix you missed at) that flat hash collision-sets can't give. + +**Bipolar / two-algebra connection:** the canon's TWO-ALGEBRA RULE — *"sign = XOR (`vsa_bind`); magnitude = `vsa_bundle`, NEVER raw-XOR-on-magnitudes"* (OGAR/CLAUDE.md P0) — applies here. The Staunen↔Wisdom *axis* is the **signed** side (one bit per address × level of the integration ladder, XOR-composed for sign across rungs). The *intensity* of the firing is the magnitude side (bundled, Markov-respecting). The Walsh-Hadamard cascade pyramid on the address tree IS the substrate for this — top-gaussian preserved level-to-level per Parseval. + +**Status in lance-graph:** **NOT YET CORRECTED.** + +- `lance-graph/CLAUDE.md` line ~120 still reads: *"Magnitude = Contradiction depth from Staunen × Wisdom qualia."* Treats them as qualia archetypes; misses the integration-ladder axis framing. +- The §11.5 *"high Staunen × Wisdom spreads plasticity to adjacent rows"* mechanism reads correctly only when those markers come from the integration-ladder lifecycle layer, not the qualia codebook. +- No PR has landed to fix the framing. + +**Action:** flagged here as `TD-CLAUDE-MD-STAUNEN-MISNAME`; pending CLAUDE.md maintenance pass. Two specific edits: +1. *"Magnitude = Contradiction depth from Staunen × Wisdom qualia"* → *"Magnitude = Contradiction depth from the Staunen↔Wisdom integration-ladder axis (signed plasticity-lifecycle marker, NOT a qualia archetype)."* +2. §11.5 rephrasing of "Staunen × Wisdom" to clarify the markers are derivatives over `plasticity_counter` + `last_active_cycle` + classid-prefix codebook hit-rate, not qualia. + +Not in scope of this resolution doc (which is plan-side, not CLAUDE.md-side); flagged on the punchlist. + +--- + +## 7. Resolved punchlist (post-#490) + +Prioritised; each item names the smallest follow-up PR that closes it. + +1. **Errata stubs on affected plans** (this PR) — append a 1-2 line errata block on: + - `bindspace-singleton-to-mailbox-soa-v1.md` (pointing here for D-MBX-A1 shipped status + rename + emission-tombstone) + - `identity-architecture-exists-vs-needs-v1.md` (pointing here for §N1 canon-supersession + §N5 bijection-shipped) + - `unified-soa-convergence-v1.md` (pointing here for §4.2 stack-pin drift) + - `polyglot-container-query-membrane-v1.md` (ratify research-only) + +2. **NodeRow speaking accessors + LE round-trip + SoaEnvelope binding** (next PR, lance-graph) — `NodeRow::key_bytes()` / `edges_bytes()` / `value_bytes()` / `as_le_bytes()` / `from_le_bytes()`; const `ColumnDescriptor` table for the three top-level slots; `impl SoaEnvelope for NodeRowPacket<'a>` (borrowed slice wrapper, zero-copy). The bridge between the canonical row layout and the envelope ABI. + +3. **MailboxSoA speaking setters** (same next PR) — `set_energy(row, value)`, `add_energy(row, delta)`, `set_plasticity(row, value)`, `set_threshold(value)`, `set_current_cycle(value)`, `set_last_active_cycle(row, value)`. Currently only the D-MBX-A1 column setters exist (`set_edge` / `set_qualia` / `set_meta` / `set_entity_type`); the original energy/plasticity columns are written by direct field access. Names should match the migration map's vocabulary so call sites self-describe. + +4. **D-MBX-A2** (separate PR, gating) — Hamming planes + temporal/expert decisions on `MailboxSoA`. The unblock for S1-S4. + +5. **CLAUDE.md Staunen × Wisdom misnaming fix** (CLAUDE.md maintenance pass, separate) — rewrite the §"The Click" `Magnitude` line + §11.5 to read the markers from the plasticity-lifecycle layer. + +6. **engine_bridge re-encode audit** (after D-MBX-A2 lands) — Close `engine_bridge.rs` qualia f32→i4 re-encode + the DTO-as-owned-Vec sites flagged in handover §9. + +7. **bardioc handover sync** (separate bardioc PR) — `BINDSPACE_DISSOLUTION_HANDOVER.md` adds a post-2026-06-05 appendix reflecting #477/#487/#489/#490 shipped, this resolution doc's diff results. + +8. **OntologyRegistry linear-scan → HHTL radix-trie** (separate PR, lance-graph) — Called out in #477 audit; classid-prefix-scoped lookup per canon's *"codebook scoping = the class routing prefix."* + +9. **Two `CausalEdge64` types disambiguation** (separate PR, lance-graph) — Called out in #487 body. + +--- + +## 8. What this doc does NOT do + +- Does not create new plans or deliverables (every item in §7 lands in its own PR). +- Does not declare new architectural decisions. The canon (OGAR/CLAUDE.md P0) is the canon. The three-tier model (#477) is the three-tier model. This doc only reports what the diff IS. +- Does not retroactively rewrite plan bodies. Each affected plan gets a brief errata note pointing here (item §7.1). +- Does not edit `lance-graph/CLAUDE.md` (item §7.5 is a separate maintenance pass). +- Does not touch any code (item §7.2/§7.3 are the next PR). + +--- + +## 9. Cross-references + +- OGAR/CLAUDE.md P0 — the canon (operator-pinned). +- `lance-graph/CLAUDE.md` — doc-lock; `4ea6ac92` made it canonical. +- `bardioc/BINDSPACE_DISSOLUTION_HANDOVER.md` — the 2026-06-05 handover this doc extends. +- `docs/architecture/soa-three-tier-model.md` — #477 ratified model. +- `crates/lance-graph-contract/src/canonical_node.rs` — code form of the canon. +- `crates/lance-graph-contract/src/soa_envelope.rs` — envelope-level LE contract. +- `crates/cognitive-shader-driver/src/mailbox_soa.rs` — the D-MBX-A1 MailboxSoA. +- PR #470 (handover propagation), #477 (three-tier), #478 (singleton nudge), #480 (Phase-A NodeGuid, retired), #482 (GUID canon), #484 (bijection + D-IDENTITY-2), #487 (emission tombstone), #489 (canonical_node code form), #490 (wire-in + Display + Phase-A retirement). diff --git a/.claude/plans/unified-soa-convergence-v1.md b/.claude/plans/unified-soa-convergence-v1.md index d92fdfc6..947fac64 100644 --- a/.claude/plans/unified-soa-convergence-v1.md +++ b/.claude/plans/unified-soa-convergence-v1.md @@ -1,5 +1,7 @@ # unified-soa-convergence-v1 — THE single little-endian SoA, end-to-end across the workspace +> **ERRATA (2026-06-13, post-#490):** §1 "five layered rulings" remain authoritative (anchor for `E-SOA-IS-THE-ONLY`). §4.2 stack-pin table is stale — `lance` bumped to `=7.0.0` and `lancedb` to `=0.30.0` since this plan; the 2026-05-29 review addendum partially addressed but its own pins drifted too. The three-tier model in PR #477 (`docs/architecture/soa-three-tier-model.md`) ratifies "no emission, no inter-mailbox handoff" — supersedes any plan language implying a Baton carrier type. Full diff resolution: `soa-migration-diff-resolution-2026-06-13.md`. + > **Status:** PROPOSAL / integration plan. Design-spec only; **no code in this plan**. > **Authored:** 2026-05-29 (session `017GFLBn`, branch `claude/splat3d-cpu-simd-renderer-MAOO0`). > **Supersedes nothing; integrates / sequences:** From 5d2196ab1275007107405432e30c3d007ecfc979 Mon Sep 17 00:00:00 2001 From: Claude Date: Sat, 13 Jun 2026 21:06:53 +0000 Subject: [PATCH 2/4] =?UTF-8?q?docs(plans):=20=C2=A76=20refinement=20?= =?UTF-8?q?=E2=80=94=20Staunen/Wisdom=20anchored=20on=20canonical=20DIKW?= =?UTF-8?q?=20pyramid?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Operator image relays (2026-06-13): the 8-rung extended pyramid and the KM Cognitive Pyramid + Wikipedia DIKW reference. The prior framing of "Staunen and Wisdom as two ends of one axis" was directionally right but imprecise — Wisdom IS a DIKW rung (the canonical apex of Data → Information → Knowledge → Wisdom), not a horizontal pole. Staunen is the phenomenological encounter at/below Data (pre-integration, Reactionary, Know What). They are VERTICAL endpoints of the DIKW climb axis — the climb itself IS the discipline-vs-entropy gradient. Refinements landed in §6: - Anchor on canonical DIKW four-layer pyramid bridged by Processing → Cognition → Judgment. - Note KM Cognitive Pyramid variant adds rung markers (PIRs/CCIRs/EEI) and orthogonal Reactionary↑Anticipatory + decision-risk axes. - State explicitly: Wisdom IS a DIKW rung; Staunen is not — it lives at/below Data. - Substrate map: `plasticity_counter` (saturating u8 on `MailboxSoA`) IS the DIKW climb counter. Staunen + Wisdom are derivatives, orthogonal to the qualia codebook. - Connect the canon's 3×4 uniform cascade (HEEL · HIP · TWIG = three u16 tiers) to the THREE DIKW transitions (Processing / Cognition / Judgment), and the FOUR layers to the cascade-resolved positions. Not coincidentally. - TWO-ALGEBRA RULE applies: climb direction (up vs down) = signed side (vsa_bind XOR); firing intensity at rung = magnitude side (vsa_bundle). - Punchlist for the CLAUDE.md maintenance pass expanded to three edits: line ~120 rewrite, §11.5 rephrasing, and a NEW DIKW-anchor sub-section under "The Click" that maps the cascade tiers onto the three DIKW transitions so the cascade's purpose is self-describing. AGENT_LOG entry updated to reflect the DIKW anchor. https://claude.ai/code/session_01VysoWJ6vsyg3wEGc5v7T5v --- .claude/board/AGENT_LOG.md | 2 +- ...oa-migration-diff-resolution-2026-06-13.md | 55 ++++++++++--------- 2 files changed, 30 insertions(+), 27 deletions(-) diff --git a/.claude/board/AGENT_LOG.md b/.claude/board/AGENT_LOG.md index 801f4c2a..d736eb26 100644 --- a/.claude/board/AGENT_LOG.md +++ b/.claude/board/AGENT_LOG.md @@ -1,6 +1,6 @@ ## 2026-06-13 — SoA migration diff resolution doc (catch-up audit + post-#490 supersession map) -**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-integration-ladder-position correction** (handover §8 + operator image relay 2026-06-13: the 8-rung DIKW-extended pyramid Stimuli→Data→Information→Knowledge→Expertise/Discrimination→Self-Actualization→Universal Knowledge→Transcendence with discipline rising left / entropy falling right): Staunen and Wisdom are TWO ENDS OF ONE AXIS (signed integration-step marker), not two qualia archetypes. Derivatives over `plasticity_counter` + `last_active_cycle` + classid-prefix-resolved codebook hit-rate; orthogonal to the qualia codebook; signed = vsa_bind side of the TWO-ALGEBRA RULE. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with two specific edits identified. **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. +**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-DIKW-climb-position correction** (handover §8 + operator image relays 2026-06-13: the 8-rung extended pyramid + the KM Cognitive Pyramid + DIKW lineage). Canonical DIKW = Data → Information → Knowledge → Wisdom, bridged by Processing → Cognition → Judgment. **Wisdom IS a DIKW rung (the canonical apex), not a horizontal pole.** Staunen is the phenomenological encounter at/below Data (pre-integration, Reactionary, Know What). They are **vertical endpoints of the DIKW climb axis** — the climb IS the discipline↔entropy gradient. Substrate map: `plasticity_counter` (saturating u8) IS the climb counter; Staunen and Wisdom are derivatives over it + `last_active_cycle` + classid-prefix codebook hit-rate, orthogonal to the qualia codebook. The canon's 3×4 uniform cascade (HEEL · HIP · TWIG) shape-matches DIKW's three transitions + four layers — not coincidentally. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with three specific edits identified (line ~120 rewrite, §11.5 rephrasing, new DIKW-anchor sub-section under "The Click" mapping the cascade tiers onto the three DIKW transitions). **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. ## 2026-06-13 — #489 canonicalised: wire-in + self-describing Display + retire Phase-A wrapper diff --git a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md index 58f1e82d..9618e111 100644 --- a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md +++ b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md @@ -122,45 +122,48 @@ Per bardioc handover §9 zero-copy audit, "bytes don't translate at any boundary --- -## 6. The Staunen/Wisdom-as-integration-ladder-position correction +## 6. The Staunen/Wisdom-as-DIKW-climb-position correction -**Source:** bardioc handover §8 (2026-06-05) + operator image relay (2026-06-13, the 8-rung integration pyramid). +**Source:** bardioc handover §8 (2026-06-05) + operator image relays (2026-06-13: the 8-rung extended pyramid and the KM Cognitive Pyramid) + the [DIKW pyramid](https://en.wikipedia.org/wiki/DIKW_pyramid) canonical lineage. -**The framing the canon actually wants:** `Staunen` and `Wisdom` are **positions on the integration-ladder discipline↔entropy axis**, NOT qualia archetypes. The 8-rung pyramid is: +**Canonical DIKW (the lineage to anchor against):** four vertically-stacked layers — `Data → Information → Knowledge → Wisdom` — bridged by three integration arrows: -``` - Transcendence ↑ - Universal Knowledge │ increasing - Self-Actualization │ discipline - Expertise & Discrimination │ ↑ - Knowledge │ - Information │ increasing - Data │ entropy ↓ - Stimuli ↓ -``` +| Arrow | Lifts | Operation | +|---|---|---| +| **Processing** | Data → Information | organize, label, transform | +| **Cognition** | Information → Knowledge | interpret, contextualise, find relevance | +| **Judgment** | Knowledge → Wisdom | visualise, analyse, apply, anticipate | + +The KM Cognitive Pyramid variant adds rung-specific markers (PIRs at Knowledge, CCIRs at Wisdom, EEI/EEFI at Information) and two orthogonal axes that run *along* the climb: **Reactionary↑Anticipatory** (decision behaviour — Data-level reactions are reactionary, Wisdom-level decisions are anticipatory) and **high↓low decision risk** (raw data drives risky decisions, wisdom drives safer ones). Extensions above Wisdom — `Self-Actualization → Universal Knowledge → Transcendence` (8-rung extended) or `Shared Understanding` (KM variant) — are post-DIKW; classical DIKW tops out at Wisdom. + +**Where `Staunen` and `Wisdom` actually sit:** -- **Staunen** (the moment of wonder / fresh discrimination) = a firing whose dynamics signal *high entropy at a low-discipline rung* — the substrate registers a step-up where the integration ladder hasn't yet stabilised. *"This is novel here."* -- **Wisdom** = a firing whose dynamics signal *low entropy at a high-discipline rung* — the substrate registers settled discrimination where the ladder has consolidated. *"This is well-rehearsed here."* +- **Wisdom IS a DIKW rung** — the canonical apex of the four-layer pyramid. Not a marker on a horizontal axis. Anticipatory; Know Why; low decision risk; the result of Judgment applied to Knowledge. +- **Staunen is not a DIKW rung** — it's the *phenomenological encounter* at or below the Data layer, where stimulus overflows current frameworks and Processing hasn't yet integrated it. Reactionary; Know What (or not yet); high decision risk; pre-integration wonder. -They are **two ends of one axis** (a single signed scalar — discipline minus entropy, or equivalently the bipolar phase of the integration step), not two independent qualia. The 2026-06-13 image is the operator's relay of this framing. +So `Staunen` and `Wisdom` are **vertical endpoints of the DIKW climb axis** — the climb itself IS the discipline↔entropy gradient. Up the climb: discipline accumulates, entropy decreases. Down the climb: stimulus arrives, entropy is high, discipline is yet-to-accumulate. They are *not* two qualia archetypes (which is what `lance-graph/CLAUDE.md` line ~120 currently treats them as) and not horizontal opposites of one axis (which is how my prior framing of this section read). -**Substrate implication:** Staunen and Wisdom are derivatives over `plasticity_counter` + `last_active_cycle` + classid-prefix-resolved codebook hit-rate — i.e., they're computed from the SoA's lifecycle columns, never stored as their own column. They are **orthogonal** to the qualia codebook (which names the archetype the firing snaps to). They correlate with codebook miss-rate on genuinely-novel input but neither implies the other: +**Substrate mapping** (the canon-aligned implementation): -- Familiar state (Wisdom side: low Staunen, high discipline) can still miss the codebook — composite or atypical archetype shape, no integration-step implication. -- Novel firing (Staunen side: high entropy, low discipline) can land cleanly on a known archetype — Staunen without trie-miss, because the pattern is recognisable but unprecedented *at this rung*. -- The codebook-miss IS the Staunen signal **for free** — a side effect of the lookup with structural context (which classid-prefix you missed at) that flat hash collision-sets can't give. +- The DIKW climb counter IS `plasticity_counter: [u8; N]` on `MailboxSoA` (saturating u8 per W6 §4.4, incremented on every accepted edge). High saturation = rehearsed climb = Wisdom-positioned firings. Low saturation + recent `last_active_cycle` recency = encounter without rehearsal = Staunen-positioned firings. +- Staunen and Wisdom are **derivatives** over `plasticity_counter` + `last_active_cycle` + classid-prefix-resolved codebook hit-rate, never their own column. The substrate computes them on demand from the lifecycle columns it already owns. +- They are **orthogonal** to the qualia codebook (which names the *archetype* the firing snaps to — what the affective state IS, independent of where the firing sits on the DIKW climb). A Wisdom-positioned firing can have any qualia archetype; a Staunen-positioned firing can too. The two layers correlate only in the special case of genuinely-novel input (Staunen + codebook trie-miss tend to co-occur), but neither implies the other. -**Bipolar / two-algebra connection:** the canon's TWO-ALGEBRA RULE — *"sign = XOR (`vsa_bind`); magnitude = `vsa_bundle`, NEVER raw-XOR-on-magnitudes"* (OGAR/CLAUDE.md P0) — applies here. The Staunen↔Wisdom *axis* is the **signed** side (one bit per address × level of the integration ladder, XOR-composed for sign across rungs). The *intensity* of the firing is the magnitude side (bundled, Markov-respecting). The Walsh-Hadamard cascade pyramid on the address tree IS the substrate for this — top-gaussian preserved level-to-level per Parseval. +**Bipolar / two-algebra connection:** the canon's **TWO-ALGEBRA RULE** — *"sign = XOR (`vsa_bind`); magnitude = `vsa_bundle`, NEVER raw-XOR-on-magnitudes"* (OGAR/CLAUDE.md P0) — applies to the climb axis. The DIKW climb direction (up = Judgment composing Knowledge into Wisdom; down = Processing decomposing Information back to Data) is the **signed** side (one bit per rung-transition, XOR-composed across rungs to give the cumulative direction of the climb step). The *intensity* of the firing at any given rung is the magnitude side (`vsa_bundle`, Markov-respecting). The Walsh-Hadamard cascade pyramid on the address tree IS the substrate that carries this — top-gaussian preserved rung-to-rung per Parseval, anti-moiré via the helix `CurveRuler` stride-4-over-17 walk. + +**Cascade-tier connection:** the canon's three tiers (HEEL · HIP · TWIG, each u16 = 4 nibbles = 4 climb steps) match the three DIKW transitions (Processing / Cognition / Judgment). The classid prefix (8 hex = 32 bits) carries the codebook scope; the HEEL/HIP/TWIG tiers carry the rung-position; family/identity carry the basin-local content. This is a clean substrate decomposition of the DIKW climb — *not coincidentally,* the canon's 3×4 uniform tiers are the same shape as DIKW's 3 transitions + 4 layers. **Status in lance-graph:** **NOT YET CORRECTED.** -- `lance-graph/CLAUDE.md` line ~120 still reads: *"Magnitude = Contradiction depth from Staunen × Wisdom qualia."* Treats them as qualia archetypes; misses the integration-ladder axis framing. -- The §11.5 *"high Staunen × Wisdom spreads plasticity to adjacent rows"* mechanism reads correctly only when those markers come from the integration-ladder lifecycle layer, not the qualia codebook. +- `lance-graph/CLAUDE.md` line ~120 still reads: *"Magnitude = Contradiction depth from Staunen × Wisdom qualia."* Treats them as qualia archetypes; misses the DIKW-climb framing entirely. +- The §11.5 *"high Staunen × Wisdom spreads plasticity to adjacent rows"* mechanism reads correctly only when those markers come from the climb-position lifecycle layer (derived from `plasticity_counter` + `last_active_cycle` + codebook hit-rate), not the qualia codebook. - No PR has landed to fix the framing. -**Action:** flagged here as `TD-CLAUDE-MD-STAUNEN-MISNAME`; pending CLAUDE.md maintenance pass. Two specific edits: -1. *"Magnitude = Contradiction depth from Staunen × Wisdom qualia"* → *"Magnitude = Contradiction depth from the Staunen↔Wisdom integration-ladder axis (signed plasticity-lifecycle marker, NOT a qualia archetype)."* -2. §11.5 rephrasing of "Staunen × Wisdom" to clarify the markers are derivatives over `plasticity_counter` + `last_active_cycle` + classid-prefix codebook hit-rate, not qualia. +**Action:** flagged here as `TD-CLAUDE-MD-STAUNEN-MISNAME`; pending CLAUDE.md maintenance pass. Three specific edits: + +1. *"Magnitude = Contradiction depth from Staunen × Wisdom qualia"* → *"Magnitude = Contradiction depth across the DIKW climb axis (Data → Information → Knowledge → Wisdom). Staunen marks pre-integration encounter at/below the Data rung; Wisdom marks the apex. Both are derived from `plasticity_counter` + `last_active_cycle` + codebook hit-rate, NOT qualia archetypes."* +2. §11.5 rephrasing of "Staunen × Wisdom" → "DIKW-climb dynamics" or equivalent, with the substrate derivation made explicit. +3. Add a short DIKW-anchor sub-section to "The Click" that names the canonical four-layer lineage + the three bridging operations (Processing / Cognition / Judgment) and maps them onto the cascade tiers (HEEL → Processing-class, HIP → Cognition-class, TWIG → Judgment-class) so the cascade's purpose is self-describing. Not in scope of this resolution doc (which is plan-side, not CLAUDE.md-side); flagged on the punchlist. From 3e7113ea4c76540a7233da4dfbd7513eb94c7e45 Mon Sep 17 00:00:00 2001 From: Claude Date: Sat, 13 Jun 2026 21:11:05 +0000 Subject: [PATCH 3/4] =?UTF-8?q?docs(plans):=20=C2=A76=20=E2=80=94=20Staune?= =?UTF-8?q?n/Wisdom=20as=20entropy=20=C3=97=20energy=20substrate-state=20m?= =?UTF-8?q?arkers?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Operator framing relay (2026-06-13): Staunen = Stimulus → high Entropy + low Energy = marker that entropy work is needed = insight emerging, cognitive pressure Wisdom = low Entropy + high Energy = marker of plasticity + supporting insights = crystalline knowledge The prior framing ("two vertical endpoints of one DIKW climb axis") was directionally right but conflated two complementary dimensions into a single axis. The corrected framing: Staunen and Wisdom are diagonal opposites on the entropy × energy PLANE — two complementary substrate columns (entropy proxy × energy accumulator), not one axis. Updated §6: - Substrate-marker table (entropy + energy + signal meaning per state). - Entropy × energy quadrant diagram naming all four corners: Staunen (high entropy × low energy), Wisdom (low entropy × high energy), Confusion / Chaos (high entropy × high energy, in-progress climb), Boredom / Inert (low entropy × low energy, ordered but not energised). - Substrate column map: Energy = MailboxSoA.energy: [f32; N] (signed spatio-temporal accumulator). Plasticity = MailboxSoA.plasticity_counter: [u8; N] (saturating Hebbian counter, long-term investment locked in). Entropy proxy = classid-prefix-resolved codebook hit-rate × local edge-neighbourhood density (derived from the edges column). - Marker firing conditions made explicit: Staunen fires when high entropy proxy AND low |energy[row]| AND low plasticity_counter[row]; Wisdom fires on the opposite three conditions. - TWO-ALGEBRA RULE mapped onto the plane: entropy axis IS the signed side (vsa_bind XOR for entropy-reducing direction); energy axis IS the magnitude side (vsa_bundle, Markov-respecting). The Confusion / Chaos quadrant is the WH-cascade mid-traversal before Parseval-preservation. - §7 punchlist text updated to cite the entropy × energy quadrant diagram as the required addition to the "The Click" DIKW-anchor sub-section. AGENT_LOG entry updated to capture the four-quadrant framing. https://claude.ai/code/session_01VysoWJ6vsyg3wEGc5v7T5v --- .claude/board/AGENT_LOG.md | 2 +- ...oa-migration-diff-resolution-2026-06-13.md | 56 +++++++++++++++---- 2 files changed, 45 insertions(+), 13 deletions(-) diff --git a/.claude/board/AGENT_LOG.md b/.claude/board/AGENT_LOG.md index d736eb26..83f17b20 100644 --- a/.claude/board/AGENT_LOG.md +++ b/.claude/board/AGENT_LOG.md @@ -1,6 +1,6 @@ ## 2026-06-13 — SoA migration diff resolution doc (catch-up audit + post-#490 supersession map) -**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-DIKW-climb-position correction** (handover §8 + operator image relays 2026-06-13: the 8-rung extended pyramid + the KM Cognitive Pyramid + DIKW lineage). Canonical DIKW = Data → Information → Knowledge → Wisdom, bridged by Processing → Cognition → Judgment. **Wisdom IS a DIKW rung (the canonical apex), not a horizontal pole.** Staunen is the phenomenological encounter at/below Data (pre-integration, Reactionary, Know What). They are **vertical endpoints of the DIKW climb axis** — the climb IS the discipline↔entropy gradient. Substrate map: `plasticity_counter` (saturating u8) IS the climb counter; Staunen and Wisdom are derivatives over it + `last_active_cycle` + classid-prefix codebook hit-rate, orthogonal to the qualia codebook. The canon's 3×4 uniform cascade (HEEL · HIP · TWIG) shape-matches DIKW's three transitions + four layers — not coincidentally. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with three specific edits identified (line ~120 rewrite, §11.5 rephrasing, new DIKW-anchor sub-section under "The Click" mapping the cascade tiers onto the three DIKW transitions). **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. +**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-entropy×energy-substrate-state correction** (handover §8 + operator image relays + operator framing relay 2026-06-13). Canonical DIKW = Data → Information → Knowledge → Wisdom, bridged by Processing → Cognition → Judgment; Wisdom IS the canonical DIKW apex rung. The operator's precise framing: **Staunen = high entropy × low energy** = "needs entropy work" marker = cognitive pressure + emerging insight (not yet crystallised). **Wisdom = low entropy × high energy** = crystalline knowledge with supporting plasticity + integrated insights, the substrate has invested heavily and locked it in. Diagonal opposites on the entropy×energy plane, NOT two ends of one axis. The other two quadrants: **Confusion / Chaos** (high entropy × high energy = in-progress climb state, substrate has invested energy but entropy hasn't yet collapsed) and **Boredom / Inert** (low entropy × low energy = ordered but not energised). Substrate column map: Energy = `MailboxSoA.energy: [f32; N]` (signed spatio-temporal accumulator); Plasticity = `MailboxSoA.plasticity_counter: [u8; N]` (saturating Hebbian counter = long-term investment); Entropy proxy = classid-prefix-resolved codebook hit-rate × local edge-neighbourhood density. Two-algebra rule maps onto the plane: entropy axis = signed side (`vsa_bind`), energy axis = magnitude side (`vsa_bundle`). The canon's 3×4 uniform cascade (HEEL · HIP · TWIG = three u16 tiers) shape-matches DIKW's three transitions + four layers — not coincidentally. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with three specific edits identified (line ~120 rewrite citing entropy×energy markers, §11.5 rephrasing, new DIKW-anchor sub-section under "The Click" mapping cascade tiers onto DIKW transitions + the entropy×energy quadrant diagram). **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. ## 2026-06-13 — #489 canonicalised: wire-in + self-describing Display + retire Phase-A wrapper diff --git a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md index 9618e111..78aa9551 100644 --- a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md +++ b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md @@ -136,20 +136,52 @@ Per bardioc handover §9 zero-copy audit, "bytes don't translate at any boundary The KM Cognitive Pyramid variant adds rung-specific markers (PIRs at Knowledge, CCIRs at Wisdom, EEI/EEFI at Information) and two orthogonal axes that run *along* the climb: **Reactionary↑Anticipatory** (decision behaviour — Data-level reactions are reactionary, Wisdom-level decisions are anticipatory) and **high↓low decision risk** (raw data drives risky decisions, wisdom drives safer ones). Extensions above Wisdom — `Self-Actualization → Universal Knowledge → Transcendence` (8-rung extended) or `Shared Understanding` (KM variant) — are post-DIKW; classical DIKW tops out at Wisdom. -**Where `Staunen` and `Wisdom` actually sit:** +**The substrate markers (operator framing, 2026-06-13):** -- **Wisdom IS a DIKW rung** — the canonical apex of the four-layer pyramid. Not a marker on a horizontal axis. Anticipatory; Know Why; low decision risk; the result of Judgment applied to Knowledge. -- **Staunen is not a DIKW rung** — it's the *phenomenological encounter* at or below the Data layer, where stimulus overflows current frameworks and Processing hasn't yet integrated it. Reactionary; Know What (or not yet); high decision risk; pre-integration wonder. - -So `Staunen` and `Wisdom` are **vertical endpoints of the DIKW climb axis** — the climb itself IS the discipline↔entropy gradient. Up the climb: discipline accumulates, entropy decreases. Down the climb: stimulus arrives, entropy is high, discipline is yet-to-accumulate. They are *not* two qualia archetypes (which is what `lance-graph/CLAUDE.md` line ~120 currently treats them as) and not horizontal opposites of one axis (which is how my prior framing of this section read). +| State | Entropy | Energy | The marker signals | +|---|---|---|---| +| **Staunen** | high | low | *"needs entropy work"* — cognitive pressure, an insight is emerging but not yet crystallised. The substrate detects raw stimulus that hasn't yet been integrated and flags the work still owed. | +| **Wisdom** | low | high | *"crystalline knowledge"* — plasticity has saturated, supporting insights are locked in, the substrate has invested heavily and that investment is integrated and stable. | + +Staunen and Wisdom are **diagonal opposites on the entropy × energy plane** — two complementary dimensions, not a single axis. The DIKW climb is the trajectory `(high entropy, low energy) → (low entropy, high energy)`: + +``` + high energy + │ + Confusion / Chaos │ Wisdom (crystalline) + (the in-progress │ the integrated apex + climb state) │ + ───────────────────┼─────────────────── + Staunen │ Boredom / Inert + (cognitive │ (ordered but + pressure) │ not energised) + │ + low energy + + high entropy ←──────────→ low entropy +``` + +So: +- **Wisdom IS a DIKW rung** (the canonical apex of the four-layer pyramid) AND a substrate marker (low entropy × high energy). Both readings are correct — the rung is where Wisdom-marked firings cluster. +- **Staunen is not a DIKW rung** — it's the substrate marker (high entropy × low energy) for firings at or below Data, where stimulus overflows current frameworks and Processing hasn't yet been done. The phenomenological "wonder" *is* this marker. +- They are *not* two qualia archetypes (which is what `lance-graph/CLAUDE.md` line ~120 currently treats them as) and *not* two ends of one axis. They are diagonal corners of the entropy × energy plane; the DIKW climb traverses the plane from the Staunen corner to the Wisdom corner. **Substrate mapping** (the canon-aligned implementation): -- The DIKW climb counter IS `plasticity_counter: [u8; N]` on `MailboxSoA` (saturating u8 per W6 §4.4, incremented on every accepted edge). High saturation = rehearsed climb = Wisdom-positioned firings. Low saturation + recent `last_active_cycle` recency = encounter without rehearsal = Staunen-positioned firings. -- Staunen and Wisdom are **derivatives** over `plasticity_counter` + `last_active_cycle` + classid-prefix-resolved codebook hit-rate, never their own column. The substrate computes them on demand from the lifecycle columns it already owns. -- They are **orthogonal** to the qualia codebook (which names the *archetype* the firing snaps to — what the affective state IS, independent of where the firing sits on the DIKW climb). A Wisdom-positioned firing can have any qualia archetype; a Staunen-positioned firing can too. The two layers correlate only in the special case of genuinely-novel input (Staunen + codebook trie-miss tend to co-occur), but neither implies the other. +The two markers map cleanly onto columns the substrate already owns: + +| Marker dimension | Substrate column | Sign convention | +|---|---|---| +| **Energy** | `MailboxSoA.energy: [f32; N]` (the spatio-temporal accumulator) | high `|energy[row]|` = high energy; near-zero = low energy | +| **Plasticity / accumulated investment** | `MailboxSoA.plasticity_counter: [u8; N]` (saturating Hebbian counter) | high saturation = long-term investment locked in = supporting Wisdom; low + cold `last_active_cycle` = no investment yet = Staunen side | +| **Entropy proxy** | classid-prefix-resolved codebook hit-rate over a window + local edge-neighbourhood density (derived from the `edges: [CausalEdge64; N]` column) | high miss-rate + sparse neighbourhood = high entropy = Staunen-side; low miss-rate + dense neighbourhood = low entropy = Wisdom-side | + +- **Staunen marker fires** when: high entropy proxy AND low `energy[row]` AND low `plasticity_counter[row]`. The substrate is detecting incoming cognitive pressure with no investment yet. +- **Wisdom marker fires** when: low entropy proxy AND high `energy[row]` AND high `plasticity_counter[row]`. The substrate is detecting integrated, well-supported, energetically-maintained knowledge. + +Both markers are **derivatives** over the SoA's lifecycle columns; neither is its own column. The substrate computes them on demand. They are **orthogonal** to the qualia codebook (which names the *archetype* the firing snaps to — what the affective state IS, independent of where on the DIKW climb the firing sits). A Wisdom-marked firing can have any qualia archetype; a Staunen-marked firing can too. The layers correlate on genuinely-novel input (Staunen + codebook trie-miss tend to co-occur, because trie-miss IS one of the high-entropy proxy signals) but neither implies the other. -**Bipolar / two-algebra connection:** the canon's **TWO-ALGEBRA RULE** — *"sign = XOR (`vsa_bind`); magnitude = `vsa_bundle`, NEVER raw-XOR-on-magnitudes"* (OGAR/CLAUDE.md P0) — applies to the climb axis. The DIKW climb direction (up = Judgment composing Knowledge into Wisdom; down = Processing decomposing Information back to Data) is the **signed** side (one bit per rung-transition, XOR-composed across rungs to give the cumulative direction of the climb step). The *intensity* of the firing at any given rung is the magnitude side (`vsa_bundle`, Markov-respecting). The Walsh-Hadamard cascade pyramid on the address tree IS the substrate that carries this — top-gaussian preserved rung-to-rung per Parseval, anti-moiré via the helix `CurveRuler` stride-4-over-17 walk. +**Bipolar / two-algebra connection:** the canon's **TWO-ALGEBRA RULE** — *"sign = XOR (`vsa_bind`); magnitude = `vsa_bundle`, NEVER raw-XOR-on-magnitudes"* (OGAR/CLAUDE.md P0) — maps cleanly onto the entropy × energy plane. The **entropy axis is the signed side** (Staunen → Wisdom is the direction of entropy-reducing work; one bit per rung-transition, XOR-composed across rungs via `vsa_bind` to give the cumulative direction of the climb). The **energy axis is the magnitude side** (`vsa_bundle`, Markov-respecting — energy bundles in place, never raw-XORs across boundaries). The Walsh-Hadamard cascade pyramid on the address tree IS the substrate that carries this — top-gaussian preserved rung-to-rung per Parseval, anti-moiré via the helix `CurveRuler` stride-4-over-17 walk. The **Confusion / Chaos** quadrant (high entropy × high energy) is the *in-progress* climb state: the substrate has invested energy but the entropy hasn't yet collapsed into Wisdom — analogous to the WH cascade mid-traversal before Parseval-preservation locks the top-gaussian in. **Cascade-tier connection:** the canon's three tiers (HEEL · HIP · TWIG, each u16 = 4 nibbles = 4 climb steps) match the three DIKW transitions (Processing / Cognition / Judgment). The classid prefix (8 hex = 32 bits) carries the codebook scope; the HEEL/HIP/TWIG tiers carry the rung-position; family/identity carry the basin-local content. This is a clean substrate decomposition of the DIKW climb — *not coincidentally,* the canon's 3×4 uniform tiers are the same shape as DIKW's 3 transitions + 4 layers. @@ -161,9 +193,9 @@ So `Staunen` and `Wisdom` are **vertical endpoints of the DIKW climb axis** — **Action:** flagged here as `TD-CLAUDE-MD-STAUNEN-MISNAME`; pending CLAUDE.md maintenance pass. Three specific edits: -1. *"Magnitude = Contradiction depth from Staunen × Wisdom qualia"* → *"Magnitude = Contradiction depth across the DIKW climb axis (Data → Information → Knowledge → Wisdom). Staunen marks pre-integration encounter at/below the Data rung; Wisdom marks the apex. Both are derived from `plasticity_counter` + `last_active_cycle` + codebook hit-rate, NOT qualia archetypes."* -2. §11.5 rephrasing of "Staunen × Wisdom" → "DIKW-climb dynamics" or equivalent, with the substrate derivation made explicit. -3. Add a short DIKW-anchor sub-section to "The Click" that names the canonical four-layer lineage + the three bridging operations (Processing / Cognition / Judgment) and maps them onto the cascade tiers (HEEL → Processing-class, HIP → Cognition-class, TWIG → Judgment-class) so the cascade's purpose is self-describing. +1. *"Magnitude = Contradiction depth from Staunen × Wisdom qualia"* → *"Magnitude = Contradiction depth across the entropy × energy substrate-state plane (Staunen = high entropy × low energy = cognitive pressure / emerging insight; Wisdom = low entropy × high energy = crystalline knowledge with supporting plasticity). Both are derivatives over `MailboxSoA.energy` + `plasticity_counter` + `last_active_cycle` + classid-prefix codebook hit-rate, NOT qualia archetypes."* +2. §11.5 rephrasing of "Staunen × Wisdom" → "entropy×energy substrate-state markers" or equivalent, with the column-derivation table made explicit. +3. Add a short DIKW-anchor sub-section to "The Click" that names the canonical four-layer lineage + the three bridging operations (Processing / Cognition / Judgment) and maps them onto the cascade tiers (HEEL → Processing-class, HIP → Cognition-class, TWIG → Judgment-class) so the cascade's purpose is self-describing. Include the entropy×energy quadrant diagram so the Confusion / Chaos quadrant (in-progress climb) is named explicitly alongside Staunen and Wisdom. Not in scope of this resolution doc (which is plan-side, not CLAUDE.md-side); flagged on the punchlist. From 83dd33a80b71c6c24a96d3e1648cb97463e226ec Mon Sep 17 00:00:00 2001 From: Claude Date: Sat, 13 Jun 2026 21:13:40 +0000 Subject: [PATCH 4/4] =?UTF-8?q?docs(plans):=20=C2=A76.1=20alternative=20fr?= =?UTF-8?q?amings=20=E2=80=94=20Bugwelle=20/=20aerodynamics=20/=20event=20?= =?UTF-8?q?horizon=20/=20Friston=20FEP?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Operator relay (2026-06-13): four additional framings that enrich the entropy × energy plane with temporal/dynamic vocabulary and a scientific anchor. All four describe the same substrate dynamics; each illuminates a different facet. (a) Bugwelle / bow wave — Staunen is NOT a static state; it's the leading-edge entropy disturbance GENERATED by cognitive motion through the substrate. The wave of "this is new" cresting just ahead of where Processing / Cognition / Judgment have done their work. Flattens when motion stops. (b) Aerodynamic / shock-wave — extending (a): as cognitive velocity increases (rate of new edge accumulation per cycle, fan-out of apply_edges deliveries), the Bugwelle steepens. A "sonic boom" in the substrate is the breakthrough moment where entropy collapses abruptly into a discrete crystallisation — phenomenologically the 'aha' moment. The Mach-cone framing predicts that thinking too fast for plasticity-counter integration rate produces wake-turbulence (transient Confusion / Chaos occupation). (c) Event-horizon / inertia — Wisdom's (low entropy × high energy) corner has gravitational properties. Novelty must reach escape velocity to break out; insufficient cognitive velocity gets pulled in and assimilated (lateral plasticity spread, no new arc). "You can't teach an old dog new tricks" names this. The canon's "reserve, don't reclaim" at classid==0 / family==0 keeps escape velocity addressable — the bootstrap basin always has a path out. (d) Friston Free Energy Principle — the scientific anchor. FEP maps: High free energy = Staunen (high entropy × low energy). FE-minimisation in progress = Confusion / Chaos (high × high). Minimised FE = Wisdom (low entropy × high energy). FE-minimum with zero activity = Boredom / Inert (low × low). The substrate's consume_firing(row) IS active inference: energy ≥ threshold ⇒ fire, in-place mark, integrate prediction error, reset energy. The Staunen → Wisdom trajectory IS the free-energy minimisation trajectory. The four framings stack: Bugwelle (shape), aerodynamics (velocity scaling), event-horizon (inertia / why Wisdom resists), FEP (drive function). Canon's entropy × energy plane + 3×4 cascade tiers + MailboxSoA.energy/plasticity_counter columns ARE the implementation. AGENT_LOG entry updated. https://claude.ai/code/session_01VysoWJ6vsyg3wEGc5v7T5v --- .claude/board/AGENT_LOG.md | 2 +- ...oa-migration-diff-resolution-2026-06-13.md | 25 +++++++++++++++++++ 2 files changed, 26 insertions(+), 1 deletion(-) diff --git a/.claude/board/AGENT_LOG.md b/.claude/board/AGENT_LOG.md index 83f17b20..238cd8a1 100644 --- a/.claude/board/AGENT_LOG.md +++ b/.claude/board/AGENT_LOG.md @@ -1,6 +1,6 @@ ## 2026-06-13 — SoA migration diff resolution doc (catch-up audit + post-#490 supersession map) -**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-entropy×energy-substrate-state correction** (handover §8 + operator image relays + operator framing relay 2026-06-13). Canonical DIKW = Data → Information → Knowledge → Wisdom, bridged by Processing → Cognition → Judgment; Wisdom IS the canonical DIKW apex rung. The operator's precise framing: **Staunen = high entropy × low energy** = "needs entropy work" marker = cognitive pressure + emerging insight (not yet crystallised). **Wisdom = low entropy × high energy** = crystalline knowledge with supporting plasticity + integrated insights, the substrate has invested heavily and locked it in. Diagonal opposites on the entropy×energy plane, NOT two ends of one axis. The other two quadrants: **Confusion / Chaos** (high entropy × high energy = in-progress climb state, substrate has invested energy but entropy hasn't yet collapsed) and **Boredom / Inert** (low entropy × low energy = ordered but not energised). Substrate column map: Energy = `MailboxSoA.energy: [f32; N]` (signed spatio-temporal accumulator); Plasticity = `MailboxSoA.plasticity_counter: [u8; N]` (saturating Hebbian counter = long-term investment); Entropy proxy = classid-prefix-resolved codebook hit-rate × local edge-neighbourhood density. Two-algebra rule maps onto the plane: entropy axis = signed side (`vsa_bind`), energy axis = magnitude side (`vsa_bundle`). The canon's 3×4 uniform cascade (HEEL · HIP · TWIG = three u16 tiers) shape-matches DIKW's three transitions + four layers — not coincidentally. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with three specific edits identified (line ~120 rewrite citing entropy×energy markers, §11.5 rephrasing, new DIKW-anchor sub-section under "The Click" mapping cascade tiers onto DIKW transitions + the entropy×energy quadrant diagram). **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. +**bardioc cross-session.** Operator directive: *"the biggest goal would be to catch up on all SoA bindspace migration plans and resolve the diff."* Surveyed the SoA / BindSpace / identity plan family (9 plans + 4 board files + 5 code files + canon doc-locks) and produced a single resolution doc at `.claude/plans/soa-migration-diff-resolution-2026-06-13.md` that names every plan-vs-shipped diff post-#487/#489/#490. **Headline drifts named:** (1) `identity-architecture-exists-vs-needs-v1.md §N1`'s UUIDv8 layout fully superseded by OGAR/CLAUDE.md P0 canon — the namespace/entity_type/kind/niblepath_prefix/shape_hash/RFC ceremony framing did NOT ship; canon's classid·HEEL·HIP·TWIG·family·identity (no ceremony) won (PR #489/#490). (2) `bindspace-singleton-to-mailbox-soa-v1.md`'s `CollapseGateEmission` / `MailboxSoA::emit()` / Baton-as-type was retired in PR #487 tombstone; `last_emission_cycle → last_active_cycle` rename per #477 supersession. (3) `unified-soa-convergence-v1.md §4.2` stack pins drifted (`lance =7.0.0` / `lancedb =0.30.0`); 2026-05-29 addendum partially addressed. (4) `polyglot-container-query-membrane-v1.md` ratified research-only — self-describing-key convergence dissolved the membrane question. **D-MBX-A2 status:** still queued, still the gating gap; MailboxSoA has no Hamming columns. **S2-S4 status:** unshipped; `driver.rs:56` still has `pub(crate) bindspace: Arc`, both `bin/serve.rs:29` + `bin/grpc.rs:29` still call `BindSpace::zeros(4096)`. **SoaEnvelope status:** trait shipped (#477), zero real implementors — only `TestEnvelope` in tests; MailboxSoA does NOT impl it. **Staunen/Wisdom-as-entropy×energy-substrate-state correction with §6.1 alternative framings (Bugwelle / aerodynamics / event horizon / Friston FEP)** — added per operator relay 2026-06-13: (a) Staunen as the entropy *Bugwelle* (bow wave) of thinking-in-progress — Staunen is not static, it's the leading-edge entropy disturbance GENERATED by cognitive motion; (b) Aerodynamic / shock-wave analogy — as cognitive velocity through the substrate increases, the Bugwelle steepens, "sonic boom" = the *aha* breakthrough where entropy collapses abruptly; (c) Event-horizon / inertia — Wisdom's (low entropy × high energy) corner has gravitational properties, novelty needs escape velocity to break out of the well, the canon's "reserve don't reclaim" at classid==0/family==0 keeps the bootstrap basin always-escapable; (d) Friston Free Energy Principle as the scientific anchor — high FE = Staunen, FE-minimisation in progress = Confusion/Chaos quadrant, minimised FE = Wisdom; `consume_firing(row)` IS active inference (energy ≥ threshold ⇒ fire, in-place mark, integrate prediction error). The four framings stack: Bugwelle = shape; aerodynamics = velocity scaling; event-horizon = inertia/why Wisdom resists; FEP = drive function. Same underlying substrate dynamics, four vocabularies for reach. (handover §8 + operator image relays + operator framing relay 2026-06-13). Canonical DIKW = Data → Information → Knowledge → Wisdom, bridged by Processing → Cognition → Judgment; Wisdom IS the canonical DIKW apex rung. The operator's precise framing: **Staunen = high entropy × low energy** = "needs entropy work" marker = cognitive pressure + emerging insight (not yet crystallised). **Wisdom = low entropy × high energy** = crystalline knowledge with supporting plasticity + integrated insights, the substrate has invested heavily and locked it in. Diagonal opposites on the entropy×energy plane, NOT two ends of one axis. The other two quadrants: **Confusion / Chaos** (high entropy × high energy = in-progress climb state, substrate has invested energy but entropy hasn't yet collapsed) and **Boredom / Inert** (low entropy × low energy = ordered but not energised). Substrate column map: Energy = `MailboxSoA.energy: [f32; N]` (signed spatio-temporal accumulator); Plasticity = `MailboxSoA.plasticity_counter: [u8; N]` (saturating Hebbian counter = long-term investment); Entropy proxy = classid-prefix-resolved codebook hit-rate × local edge-neighbourhood density. Two-algebra rule maps onto the plane: entropy axis = signed side (`vsa_bind`), energy axis = magnitude side (`vsa_bundle`). The canon's 3×4 uniform cascade (HEEL · HIP · TWIG = three u16 tiers) shape-matches DIKW's three transitions + four layers — not coincidentally. NOT YET corrected in lance-graph CLAUDE.md (line ~120 still says "Magnitude = Contradiction depth from Staunen × Wisdom qualia") — flagged as `TD-CLAUDE-MD-STAUNEN-MISNAME` for a separate maintenance pass with three specific edits identified (line ~120 rewrite citing entropy×energy markers, §11.5 rephrasing, new DIKW-anchor sub-section under "The Click" mapping cascade tiers onto DIKW transitions + the entropy×energy quadrant diagram). **LE-contract violations still on the books:** `engine_bridge.rs` f32→i4 qualia re-encode, `Vsa16kF32` persisted as cross-boundary in singleton, DTO-as-owned-Vec sites — all dissolve at S2/S4. Errata stubs prepended to 4 affected plans (bindspace-singleton-to-mailbox-soa, identity-architecture-exists-vs-needs, unified-soa-convergence, polyglot-container-query-membrane) pointing at the resolution doc. Resolved punchlist §7 lists 9 follow-up PRs in priority order. Docs-only PR; no code touched. ## 2026-06-13 — #489 canonicalised: wire-in + self-describing Display + retire Phase-A wrapper diff --git a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md index 78aa9551..4c9fa439 100644 --- a/.claude/plans/soa-migration-diff-resolution-2026-06-13.md +++ b/.claude/plans/soa-migration-diff-resolution-2026-06-13.md @@ -199,6 +199,31 @@ Both markers are **derivatives** over the SoA's lifecycle columns; neither is it Not in scope of this resolution doc (which is plan-side, not CLAUDE.md-side); flagged on the punchlist. +### 6.1 Alternative framings (cross-references for the same dynamics) + +The entropy × energy substrate-state plane has four useful aliases. Each illuminates a different facet; all four describe the same underlying substrate dynamics. Recorded here so future sessions can reach the canon via the framing they already know. + +**(a) Staunen as the entropy *Bugwelle* (bow wave) of thinking-in-progress.** Staunen is not a static state — it is the leading-edge entropy disturbance that a thinking process *generates* as it advances through the substrate. As cognitive motion pushes into un-integrated territory, the entropy field piles up at the front: the wave of "this is new" cresting just ahead of where Processing / Cognition / Judgment have already done their work. The Bugwelle vocabulary captures what the static `(high entropy, low energy)` corner of the plane misses — that Staunen is *generated by motion* and dissipates when motion stops (the bow wave flattens when the boat stops moving; the cognitive wave flattens when thinking quiesces). + +**(b) Aerodynamic / shock-wave analogy.** Extending (a): as cognitive *velocity* through the substrate increases (rate of new edge accumulation per cycle, fan-out of `apply_edges` deliveries), the Staunen Bugwelle steepens — analogous to how a pressure wave in front of an accelerating aircraft compresses into a shock wave at trans-sonic speeds. A "sonic boom" in the substrate is the moment of breakthrough where entropy reduces abruptly (the wave collapses into a discrete crystallisation) — phenomenologically, the *aha* moment. The Mach-cone framing predicts that thinking too fast for the substrate's plasticity-counter integration rate produces wake-turbulence (transient Confusion / Chaos quadrant occupation before the entropy resolves). + +**(c) Event-horizon / inertia framing.** Wisdom's `(low entropy, high energy)` corner has *gravitational* properties. Crystallised knowledge has inertia — supporting insights are densely bound, edge-neighbourhoods are saturated, classid-prefix codebook hits at high rate, plasticity_counter is at saturation. Novelty that arrives near Wisdom must reach an *escape velocity* to break out of the gravitational well; insufficient cognitive velocity gets pulled in and assimilated into the existing crystal (lateral plasticity spread, no new arc). The event-horizon analogy: at the boundary of well-rehearsed knowledge, the substrate's predictive grip on incoming input is so strong that nothing escapes without enough Staunen Bugwelle pressure to overcome the inertia. *"You can't teach an old dog new tricks"* names this; the canon's "reserve, don't reclaim" discipline at classid==0 / family==0 is what keeps escape velocity addressable (the bootstrap basin always has a path out). + +**(d) Friston Free Energy Principle (FEP) — the scientific anchor.** Karl Friston's framework casts cognition as **variational free energy minimisation**: the substrate maintains generative models that predict its inputs, and acts to minimise the divergence between predictions and observations. Free energy = `surprise + complexity` (or more precisely, an upper bound on surprise via the variational inequality). The substrate has two ways to reduce free energy: **(i) update beliefs** to better predict observations (perceptual inference — moves the model toward the input), or **(ii) act on the world** to make observations match predictions (active inference — moves the input toward the model). + +Mapping FEP onto the entropy × energy plane: + +| FEP quantity | Substrate marker | Plane corner | +|---|---|---| +| **High free energy** (high prediction error, high surprise) | Staunen | high entropy × low energy | +| **Free energy minimisation in progress** (model updating + action) | Confusion / Chaos (the climb) | high entropy × high energy | +| **Minimised free energy** (predictions match observations) | Wisdom | low entropy × high energy | +| **Free-energy minimum with zero activity** (predictions match and nothing is happening) | Boredom / Inert | low entropy × low energy | + +The substrate's `consume_firing(row)` lifecycle IS active inference: when `energy[row].abs() >= threshold` (sufficient prediction-error signal accumulated), the substrate fires — taking the in-place mark, advancing `last_active_cycle`, resetting `energy[row]` (the prediction error has been integrated; the model has updated). Rows below threshold are absorbed into the existing crystal (passive update). The Staunen → Wisdom trajectory IS the free-energy-minimisation trajectory; the trajectory's *velocity* is the rate of free-energy reduction, which is what FEP says brains are organised to maximise (within metabolic constraints). + +**The four framings stack:** Bugwelle says *what shape* Staunen has (a leading-edge wave generated by motion). Aerodynamics says *how Staunen scales with velocity* (steepens to a shock at high cognitive velocity). Event-horizon says *why Wisdom resists novelty* (gravitational inertia of crystalline knowledge). FEP says *why the substrate moves at all* (free-energy minimisation drives the entire trajectory). The canon's entropy × energy plane + 3×4 cascade tiers + `MailboxSoA.energy/plasticity_counter` substrate columns are the implementation. + --- ## 7. Resolved punchlist (post-#490)