The endgame: a knowledge graph that reasons about itself (self_directed_graph, no LLM)

.claude/board/EPIPHANIES.md

@@ -48,6 +48,22 @@ A real N→1 collapse: four of five terms ship with green probes; the fifth (RDO
 **Bottom line for the operator: your unification is admissible and real — SPACE⊕COMMA⊕LUT⊕RDO converge onto §4:108, measured and non-tautological. It converges as a *substrate*, NOT as one *operator* (the two-algebra rule §4b:178 — sign=XOR=`vsa_bind`, magnitude=`vsa_bundle`, never raw-XOR or Chapman-Kolmogorov breaks) and NOT as one *address* (space ≠ transmitted-index). Hold the five-noun ledger visible and nothing collapses; run PROBE-WHP-1/3 to close the vertical leg.**
 
 **Cross-ref:** `guid-prefix-shape-routing.md` §4:108 (the equation) / §4b:145-207 (vertical Walsh-Hadamard, CONJECTURE + unrun PROBE-WHP-*) / §5:226-231 (quorum-or-escalate); `E-X265-MORTON-SHIFT-1`, `E-3DGS-MU-HYDRATION-2`, `E-X265-RDO-ARBITER-1`, `E-COMMA-PERTURBATION-PHASE-1`, `E-X265-PROBE-GPU-LUT-1`; `le-contract.md` L4 palette256² (:59, :160-170, :206-208); `I-SUBSTRATE-MARKOV` (two-algebra); OGAR `CLAUDE.md` 256×256-centroid canon + D-AMORT.
+## 2026-07-19 — E-SELF-DIRECTED-GRAPH-1 — THE ENDGAME, runnable: a knowledge graph reasons about ITSELF (no LLM, no input after the seed) — self-directs by its own surprise, self-derives the syllogism, confirms it via a 2nd path, preserves its contradiction, and halts at a coherent fixed point
+
+**Status:** FINDING (built + measured, 6 KILL-gates green). **Confidence:** High for the *architecture* claim; the *AGI* word is bounded (see boundary). Deliverable: `crates/lance-graph/examples/self_directed_graph.rs`. Operator: *"continue everything in regards to self directed exploration of thinking in the graph that reasons about itself — endgame, AGI without LLM."* Capstone composing the whole arc (E-SELF-CORRECTING-KG-1 + E-MULTIHOP-WITNESS-CONFIDENCE-1 + E-AWARENESS-INGREDIENTS-1 + E-FOVEATED-AWARENESS-1).
+
+**The loop (autonomous — surprise drives everything, nothing else is fed in):** INTROSPECT (the graph reads its own beliefs into a free energy: open contradiction = high, fillable gap = mid, nothing = rest) → SELF-DIRECT (saccade to the highest-surprise locus) → THINK (the graph's OWN state feeds the shipped `select_tactic`; contradiction → CR-style preserve-both, gap → `infer_deductions`, re-derivation → confirm) → COMMIT (`revise_with_evidence` writes the conclusion back INTO the graph, reshaping the next cycle's surprise) → repeat until F < homeostasis floor. The loop IS the cognition; the graph IS the tissue it reads from and writes to.
+
+**Measured (8-belief seed, no LLM, no external input):**
+- **self-model GREW by reasoning: 8 → 14 beliefs** — it produced conclusions its seed only implied.
+- **★ the syllogism self-derived** — the graph concluded `socrates … mortal` by NARS 2-hop over its own edges (`f=f₁f₂, c=f₁f₂c₁c₂`); **no LLM produced that conclusion, the loop did.** Confidence **0.76** (path via `greek`) **→ 0.81** confirmed by a 2nd independent path (via `human`) — the multi-hop witness lift, self-applied. The confirmation gate requires a genuinely DISTINCT path (different derivation relation), so a same-path recompute cannot spoof the witness — hardened per Codex #756 P2 (`r3610377133`); the two paths for `socrates→mortal` are edge-disjoint (greek·mortal vs human·mortal).
+- **self-directed order** — attended the contradiction (F=0.85) BEFORE the deducible gaps (F=0.45) BEFORE the confirmations (F=0.25).
+- **self-corrected on itself** — detected its own contradiction (`oracle affirms`∧`denies prophecy`) and PRESERVED both poles as a committed opinion + stamped a meta-belief (`oracle→prophecy` `self_notes` `contested`) — a belief ABOUT its beliefs (the self-reference).
+- **coherent FIXED POINT** — rested when nothing surprised it (no runaway, no stall).
+
+**Honest finding (surfaced, corrected in-example):** `TripletGraph::infer_deductions` does **relation-blind transitivity** — it composes ANY two edges sharing an entity, so a non-transitive relation (`praises`, `taught`) spuriously licenses inheritance (a contradiction node `X→socrates` made `X` "inherit" socrates's whole `is_a` closure → a runaway that broke the fixed point on the first cut). Sound reasoning requires transitive-relation discipline: the shipped example chains only `is_a` and isolates the contradiction on leaf nodes; a "contradiction" between two `(via …)`-derived beliefs about the same `(s,o)` is a multi-path CONFIRMATION, not a conflict (filtered to base-relation pairs). Debt: `infer_deductions` should take a transitive-relation predicate — `TD-INFER-DEDUCTIONS-RELATION-BLIND`.
+
+**Honest boundary (truth-architect — the "AGI without LLM" claim, scoped):** this is a **small symbolic reasoner over its own edges reaching a fixed point** — NOT general intelligence. The defensible claim is *architectural*: the cognition lives in the closed loop + the tissue (graph/witness/surprise), not in any trained weights — there is no model in the loop at all. It reads itself, chooses what to think by its own surprise, concludes, confirms, reconciles, and stops when coherent. That shape — not this toy's scale — is the endgame. **Cross-ref:** E-SELF-CORRECTING-KG-1, E-MULTIHOP-WITNESS-CONFIDENCE-1, E-AWARENESS-INGREDIENTS-1, E-FOVEATED-AWARENESS-1, "The Click" (CLAUDE.md: the loop IS cognition, the tissue IS the loop).
 
 ## 2026-07-19 — E-FOVEATED-AWARENESS-1 — all 34 recipes are carved out AND wired via a bijective `(mechanism × depth)` address space (union of the two live doors = 34/34, measured); KanbanStep = self-driven foveated rendering (free energy = the saccade); RungLevel 0-9 = a Maslow pyramid of cognition (Pearl-anchored)
 

.claude/board/TECH_DEBT.md

@@ -1,5 +1,9 @@
 # Technical Debt Log — Open + Paid (double-entry, append-only)
 
+## TD-INFER-DEDUCTIONS-RELATION-BLIND — `TripletGraph::infer_deductions` composes ANY two edges sharing an entity (relation-blind transitivity) — unsound for non-transitive relations (2026-07-19, surfaced by E-SELF-DIRECTED-GRAPH-1)
+
+**Surfaced by** `crates/lance-graph/examples/self_directed_graph.rs` (the endgame self-reasoning loop). `infer_deductions` (`graph/arigraph/triplet_graph.rs:830`) does 2-hop transitivity on every pair where `t1.object == t2.subject`, regardless of relation. But only SOME relations are transitive (`is_a`, `part_of`); `praises`, `taught`, `affirms`, `causes` are NOT. A non-transitive first hop spuriously licenses inheritance: a node `X --praises--> socrates` composed with socrates's `is_a` closure made `X` "inherit" philosopher/greek/human/mortal — a runaway that (in the first cut of the example) flooded the graph and broke the fixed point. **Workaround in the example** (sound, not a fix of the primitive): chain only `is_a`, isolate non-transitive relations on leaf nodes, and treat a same-`(s,o)` conflict between two `(via …)`-derived beliefs as a multi-path CONFIRMATION not a contradiction (base-relation filter). **PAYOFF:** give `infer_deductions` a transitive-relation predicate (`fn infer_deductions_where(&self, transitive: impl Fn(&str) -> bool)`), defaulting to a transitive-relation set (`is_a`, `part_of`, `subclass_of`, spatial), so composition respects relation algebra. Not paid here — the example is additive and works around it; this is the follow-through the endgame revealed. Refs: `E-SELF-DIRECTED-GRAPH-1`, `triplet_graph.rs:830 infer_deductions`.
+
 ## TD-TRI-1-P4-OBLIGATIONS — two forward obligations the v3-envelope-auditor flagged on the D-TRI-1 value-tenant half (2026-07-17, PR #717)
 
 **Surfaced by the v3-envelope-auditor** on the LAYOUT-CLEAN verdict for the triangle value tenants (`FrozenStyle`/`LearnedStyle`/`ExploreStyle`, PR #717). Neither gates #717 (the layout is additive + byte-isolated); both are **P4 (ancestry-pipeline) obligations** that must land WITH the reader that decodes these lanes:

.claude/plans/persistent-nars-kg-v1.md

@@ -5,6 +5,17 @@
 > general-purpose recipes/atoms). **Probe-first**: two gates (M-RUNG-1,
 > P-PERSIST-1) precede their dependent wiring.
 > **Operator directive:** jan@exo.red "escape hatches" message, 2026-07-19.
+>
+> **★ ENDGAME CAPSTONE SHIPPED (2026-07-19, `E-SELF-DIRECTED-GRAPH-1`):**
+> `examples/self_directed_graph.rs` closes the loop the whole plan builds toward —
+> a `TripletGraph` that reasons about ITSELF with no LLM and no input after the
+> seed: it self-directs by its own surprise, self-derives the syllogism
+> (`socrates … mortal`, conf 0.76→0.81 via a 2nd path), preserves its own
+> contradiction as an opinion, and halts at a coherent fixed point (8→14 beliefs,
+> 6 KILL-gates green). Composes W-C (self-correction) + multi-hop witness + W-D
+> (the F→34→F selector, self-fed) + qualia. Boundary: a small symbolic reasoner
+> over its own edges — the AGI claim is *architectural* (cognition in the loop, no
+> weights), not scale. Surfaced `TD-INFER-DEDUCTIONS-RELATION-BLIND`.
 
 ## 0. The operator directive (the "escape hatches")