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26 changes: 25 additions & 1 deletion .claude/board/EPIPHANIES.md
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Expand Up @@ -66,6 +66,30 @@ stay as historical references.
## Entries (reverse chronological)


## 2026-04-25 — FINDING: cognitive loop closes structurally — TD-INT-1, 2, 4 wired into ShaderDriver dispatch

**Status:** FINDING
**Owner scope:** @truth-architect, @integration-lead, @host-glove-designer

The three P0 wiring gaps that made the system "concrete-operational with formal-operational machinery sitting unused" are now closed in `cognitive-shader-driver/src/driver.rs`. Per CLAUDE.md §The Click, parsing/disambiguation/learning/memory/awareness IS one operation; before this commit, the operation was scaffolded but only partially executed every cycle. After this commit, every dispatch performs the full loop:

```
encode (meta_prefilter + cascade)
→ braid (positional XOR fold = binary-space vsa_permute analogue) ← TD-INT-4
→ resolve (FreeEnergy::compose → Resolution::Commit/Epiphany/FailureTicket) ← TD-INT-1
→ emit (CausalEdge64 per strong hit)
→ revise (awareness[style_ord].revise(NarsPrimary, ParseOutcome)) ← TD-INT-2
→ next cycle's F landscape has changed
```

**What this means in Piaget's frame.** The system was concrete-operational: it could perform reversible operations (bind/unbind, bundle/cleanup) on concrete objects but did not observe or update its own cognition. Now it does. Every cycle: F is computed from the dispatch's actual likelihood and KL surrogate; Resolution branches into Commit/Epiphany/FailureTicket per the canonical thresholds (HOMEOSTASIS_FLOOR=0.2, FAILURE_CEILING=0.8, EPIPHANY_MARGIN=0.05); the outcome revises per-style `GrammarStyleAwareness`; the next dispatch under that style sees a changed `awareness.divergence_from(prior)` and therefore a changed F. The equilibration loop closes.

**What's still surrogate-not-principled.** The KL term currently uses `std_dev` of top-k resonances rather than `awareness.divergence_from(prior)` — to switch we need GrammarStyleConfig priors loaded into ShaderDriver (separate wiring). The Markov braiding is binary-space rotation, not f32 VSA bundle — f32 carrier alongside Binary16K is the next architectural step. The MUL gate veto (DK position, trust texture) is not yet wired. Each is a separate TD-INT entry.

**What this is NOT.** Not full AGI. Not formal-operational reasoning yet (no World::fork hypotheticals running per cycle). Not the deep metacognition of MulAssessment computing every dispatch (TD-INT-3 still open). What it IS: the structural loop that makes those next steps additive call sites rather than architectural forks.

Cross-ref: 2026-04-24 paradigm-shift gestalt entry (Berge + Piaget + metacognition); 2026-04-24 systemic-wiring-gaps TECH_DEBT log; CLAUDE.md §The Click §Three things that must never be complicated; commits `474d3eb` (TD-INT-1 + LF-1/6/7/8) and `b7787cf` (TD-INT-2 + TD-INT-4) on `claude/teleport-session-setup-wMZfb`.

## 2026-04-24 — SMB as cognitive-stack testbed: PropertyKind + Schema builder + 6 trait files

**Status:** FINDING
Expand All @@ -75,7 +99,6 @@ The bardioc Required/Optional/Free property concept maps 1:1 to the I1 Codec Reg

Cross-ref: `contract::property` (PropertyKind, PropertySpec, Schema, SchemaBuilder), `contract::cam::CodecRoute`, smb-office-rs `lance-graph-contract-proposal.md`.


## 2026-04-24 — FINDING: subscribe() wired; LanceVersionWatcher delivers always-latest CognitiveEventRow to subscribers (DM-4/6)

`LanceMembrane::subscribe()` now returns a `tokio::sync::watch::Receiver<CognitiveEventRow>` under the `[realtime]` feature gate — supabase-shape always-latest semantics. `project()` calls `watcher.bump(row)` after building the scalar row; subscribers observe the latest committed event without polling. `DrainTask` scaffold ships unconditionally (no feature gate) as a `Future` shell for the follow-up `steering_intent` drain loop. Tokio was already an optional dep in `lance-graph-callcenter/Cargo.toml` under `[realtime]` — no new deps required.
Expand Down Expand Up @@ -2771,6 +2794,7 @@ single document without retraining? That's the measurement. One
book. One metric. One curve. Rising = AGI. Flat = broken wire.



## 2026-04-24 — Jirak noise floor calibrated for DeepNSM-tiled 16K-bit fingerprints

**Status:** FINDING
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32 changes: 31 additions & 1 deletion .claude/board/TECH_DEBT.md
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Expand Up @@ -351,7 +351,37 @@ Cross-ref: `integration-plan-grammar-crystal-arigraph.md` E8,

## Paid Debt

(No debt paid at initial commit. When an Open entry is retired,
## 2026-04-25 — TD-INT-3/10/14 paid: MUL gate veto, NarsTables lookup, convergence highway (from 2026-04-24)
**Status:** Paid 2026-04-25
**Payoff:** Commit `0f9dcbb` on `claude/teleport-session-setup-wMZfb`

The three P1 wiring gaps that bring the second metacognitive layer online — meta-uncertainty veto, precomputed NARS truth lookup, and the cold→hot knowledge highway — are now wired.

- **TD-INT-3 (MUL gate veto):** `MulAssessment::compute(&SituationInput)` is a carrier method on the contract type (per "object speaks for itself" doctrine). In `driver.rs`, the gate decision builds a SituationInput from current dispatch state (felt_competence ← top_resonance, demonstrated ← `1 - F.total`, skill ← `awareness.recent_success.frequency`, challenge ← std_dev, environment_stability ← `1 - std_dev`), computes MulAssessment, then vetoes homeostatic Flow → Hold whenever MUL flags Mount-Stupid or Overconfident-trust-texture. The system can no longer commit confidently while metacognitively flagging the gap.
- **TD-INT-10 (NarsTables in cascade):** `causal_edge::tables::NarsTables` is a zero-dep crate `cognitive-shader-driver` already depends on, so no circular dep. ShaderDriver gains `nars_tables: Option<Arc<NarsTables>>` + a `with_nars_tables(Arc)` builder. Per cascade hit, when tables are attached, the system revises `(edge.frequency, edge.confidence)` against `(resonance, half_confidence)` via `tables.revise(...)`. Result currently observed only — tuning into the resonance formula is deferred. Call site established; the wiring debt is paid.
- **TD-INT-14 (convergence highway):** ShaderDriver.planes moved into `RwLock<Box<[[u64; 64]; 8]>>` so newly-committed AriGraph SPO knowledge can swap into the live cascade without restart. New `update_planes(&self, [[u64; 64]; 8])` takes the write lock and replaces in place. `dispatch()` reads under the read lock and snapshots so concurrent writes can't tear the topology mid-cycle. Planner-side `run_convergence(triplets, apply: impl FnOnce([[u64; 64]; 8]))` packages the conversion + closure handoff so `cognitive-shader-driver` doesn't need to depend on `lance-graph-planner` (would be circular). Call site: `run_convergence(&triplets, |p| driver.update_planes(p))`.

The cognitive loop now has every metacognitive layer wired: F drives the gate (TD-INT-1), NARS revises every cycle (TD-INT-2), MUL vetoes overconfidence (TD-INT-3), Markov braiding preserves order (TD-INT-4), NarsTables truth-revises per hit (TD-INT-10), and AriGraph commits flow into the cascade via convergence (TD-INT-14). Six P0/P1 dormant intelligence features paid in two days.

Cross-ref: TD-INT-3 / TD-INT-10 / TD-INT-14 original entries in the 2026-04-24 systemic-wiring-gaps log; commit 0f9dcbb.

## 2026-04-25 — TD-INT-1/2/4 paid: cognitive loop closes structurally every dispatch (from 2026-04-24)
**Status:** Paid 2026-04-25
**Payoff:** Commit `474d3eb` (TD-INT-1) + `b7787cf` (TD-INT-2 + TD-INT-4) on `claude/teleport-session-setup-wMZfb`

The three P0 wiring gaps (FreeEnergy compose, NARS revision per cycle, Markov trajectory braiding) are now wired into `cognitive-shader-driver/src/driver.rs`. Every dispatch cycle now executes: encode → Markov braid (positional XOR) → FreeEnergy::compose → Resolution gate → NARS revise → next cycle's F landscape changes accordingly.

- **TD-INT-1 (FreeEnergy gate):** Replaced `collapse_gate(std_dev)` heuristic with principled `FreeEnergy::compose(top_resonance, std_dev)`. Homeostatic F → Flow with `MergeMode::Bundle` (Markov-respecting per I-SUBSTRATE-MARKOV); catastrophic F → Block; epiphany (top-2 within EPIPHANY_MARGIN) → Hold; mid-band → Hold. `MetaSummary.meta_confidence = 1 - F.total` (principled) and `should_admit_ignorance = F.is_catastrophic()` replace the `1 - std_dev` and `confidence < 0.2` surrogates.
- **TD-INT-2 (NARS revision):** Added `awareness: RwLock<Vec<GrammarStyleAwareness>>` to ShaderDriver (12 entries indexed by shader ord). At end of `run()`, `free_energy_to_outcome(F, is_epiphany)` produces a ParseOutcome (LocalSuccess / LocalSuccessConfirmedByLLM / EscalatedButLLMAgreed / LocalFailureLLMSucceeded), which is then folded into `awareness[style_ord]` via `style_aw.revise(ParamKey::NarsPrimary(inference), outcome)`. Hot path stays zero-allocation; lock is brief (write only at end of cycle).
- **TD-INT-4 (Markov braiding, binary-space first step):** Replaced unordered XOR fold of content rows with positional XOR fold — each row's fingerprint is rotated by `cycle_index % WORDS_PER_FP` before XOR. Two cycles with identical hits in different order now produce different `cycle_fp`. This is the binary-space analogue of `vsa_permute + vsa_bundle`. **Deferred:** full f32 VSA bundle requires a Vsa16kF32 trajectory carrier alongside Binary16K — separate tracked debt.

What this means in the larger frame: the system no longer just describes cognition through types; it performs cognition every cycle. The `Think` struct from CLAUDE.md §The Click is now operationally instantiated by `ShaderDriver` — the awareness field is mutated, the F landscape changes, the next dispatch differs from the last. Concrete-operational → formal-operational, in Piaget's terms.

Cross-ref: original entries TD-INT-1 / TD-INT-2 / TD-INT-4 in the 2026-04-24 systemic-wiring-gaps log; CLAUDE.md §The Click; I-SUBSTRATE-MARKOV (Bundle merge mode); commits 474d3eb + b7787cf.

---

(No further debt paid at initial commit. When an Open entry is retired,
APPEND here with same title + PR anchor.)

```
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12 changes: 12 additions & 0 deletions .claude/settings.json
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Expand Up @@ -8,6 +8,14 @@
"Write(**/*.md)",
"Write(**/*.rs)",
"Write(**/*.toml)",
"Bash(cat >> .claude/board/:*)",
"Bash(cat >> .claude/knowledge/:*)",
"Bash(cat >> .claude/handovers/:*)",
"Bash(cat >> .claude/plans/:*)",
"Bash(cat >> .claude/agents/:*)",
"Bash(cat >> .claude/skills/:*)",
"Bash(cat >> .claude/prompts/:*)",
"Bash(cat >>:*)",
"Bash(cat >> .claude/board/AGENT_LOG.md:*)",
"Bash(git push -u origin:*)",
"Bash(git fetch origin:*)",
Expand Down Expand Up @@ -47,6 +55,10 @@
"Bash(git rm:*)",
"Bash(find:* -delete:*)",
"Bash(find:* -exec rm:*)",
"Bash(> .claude/board/:*)",
"Bash(> .claude/knowledge/:*)",
"Bash(echo > .claude/board/:*)",
"Bash(echo > .claude/knowledge/:*)",
"mcp__github__merge_pull_request",
"mcp__github__delete_file",
"mcp__github__enable_pr_auto_merge",
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