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epiphanies: DeepNSM-facet Morton-comma — blind-convergence adjudication + implicit-256:256-tile probe#759

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epiphanies: DeepNSM-facet Morton-comma — blind-convergence adjudication + implicit-256:256-tile probe#759
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@AdaWorldAPI AdaWorldAPI commented Jul 19, 2026

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Two board findings from the DeepNSM × Morton-comma facet arc. Additive: board + spec-doc only, no core/code change.

1. E-DEEPNSM-FACET-BLIND-CONVERGENCE-1 — blind diverse-redundancy adjudication

Two independent implementations of PROBE-DEEPNSM-FACET (spec §3.2–3.5, merged #758) — session A + an operator-run session B, each from the spec text alone against committed lemmas_5k.csvconverged byte-identically: ρ_all 0.9992, NN-flip 12/256, anchor we/will −1915 ranks, empty §3b.

  • Header-invariance (orthogonality) CONFIRMED — the load-bearing half.
  • PF=Header is the game-matrix equilibrium; PF=Payload demonstrably corrupts near-neighbor structure (localized tail collapse).
  • §3b double-decile falsifier is structurally mis-scoped — retired. A rank-stratified widening (full frequency range) still returns an empty near∩freq-far set, because semantic-nearness and frequency-nearness are positively correlated. Live falsifier: NN-flip (3a) + named anchor (4). Second criterion-vs-data miscalibration after the Codex P1.

2. E-IMPLICIT-MORTON-TILE-1 — is the 256:256=64k tile distance table implicit?

Runs the OGAR F11-adjacent "hierarchical-4⁴ vs flat-256" named-but-unrun test on the committed 8-genre vectors. Builds a 256-centroid codebook as a 4-level 4-ary hierarchy; compares address-only Morton distance (shift/mask on the byte) vs materialized L2.

distance ρ vs materialized L2
address-only, hierarchical 4⁴ 0.5083
address-only, flat-relabel 0.4118
address-only, all-levels 0.4168 (worse — prefix is the signal, not the tail)
ADC over stored 256 centroids 1.0 (64k table never materialized)

Ruling: the 64k pairwise table is implicit in both readings, but the address does two jobs at two fidelities — routing (address-only shift/mask, coarse is correct) and metric (ADC over the 2 KB codebook, ρ=1.0). Composes with finding 1: header = routing (why frequency-as-header works), payload = metric (why frequency-in-payload corrupts). The comma supplies fine structure for a continuous perturbation field over the tile, not for discrete cell↔cell metric.

Changes

  • .claude/board/EPIPHANIES.md — prepends both entries.
  • .claude/plans/deepnsm-morton-comma-facet-v1.md — §3.5 supersession note (anchor/NN-flip falsifier).

🤖 Generated with Claude Code

Summary by CodeRabbit

  • Documentation
    • Added experiment findings on address-based distance, routing structure, and metric information.
    • Documented independent validation of header invariance and near-neighbor behavior.
    • Updated the measurement plan to supersede an invalid set-membership criterion.
    • Clarified that nearest-neighbor flips and named-anchor measurements are the active evaluation signals.

Two independent blind implementations of the merged #758 spec (§3.2-3.5,
lemmas_5k.csv) converged byte-identically: rho_all=0.9992, NN-flip 12/256,
anchor we/will -1915 ranks. Rulings:

- Header-invariance (orthogonality) CONFIRMED — the load-bearing half.
- PF=Header is the game-matrix equilibrium; PF=Payload demonstrably
  corrupts near-neighbor structure (localized tail collapse).
- The pre-registered §3b double-decile falsifier is structurally
  mis-scoped: a rank-stratified widening (full frequency range) still
  returns an empty near-decile ∩ freq-far-decile set, because semantic-
  nearness and frequency-nearness are positively correlated. Retire the
  set-membership clause; the live falsifier is NN-flip (3a) + anchor (4).
  Second criterion-vs-data miscalibration on this probe after the Codex P1.

Records E-DEEPNSM-FACET-BLIND-CONVERGENCE-1; adds a supersession note to
the merged spec doc §3.5.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01K3RyLEbuNSHxxB3NTTrGki
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  • .claude/board/EPIPHANIES.md
  • .claude/plans/deepnsm-morton-comma-facet-v1.md

📝 Walkthrough

Walkthrough

Documents two measured findings: an implicit Morton distance probe and DeepNSM facet blind-run convergence. It also supersedes the prior §3b criterion and identifies NN-flip and named-anchor measurements as the live falsifiers.

Changes

Measurement updates

Layer / File(s) Summary
Morton distance finding
.claude/board/EPIPHANIES.md
Adds probe results comparing hierarchical centroid distances with address-only distances and documents routing/header versus metric/payload separation.
Facet convergence adjudication
.claude/board/EPIPHANIES.md, .claude/plans/deepnsm-morton-comma-facet-v1.md
Records byte-identical blind runs, header invariance, the retired §3b criterion, and NN-flip plus named-anchor measurements as the live falsifiers.

Estimated code review effort: 1 (Trivial) | ~5 minutes

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Suggested reviewers: claude

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I’m a rabbit with findings to share,
Morton paths traced through the air.
Old tests hop aside,
New anchors abide,
While facets converge with care.


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(requestId: serverGenReqId_f11aa2f3-2da8-4518-ba48-064efa1125c0)

…t, two fidelities

Runs the OGAR F11-adjacent hierarchical-4^4 vs flat-256 named test on the
committed 8-genre semantic vectors. Address-only Morton distance (pure
shift/mask on the byte, no centroid load): rho 0.51 hierarchical vs 0.41
flat — the hierarchy->address->distance correspondence is real (canon
direction holds) but coarse. ADC over the stored 256-centroid codebook:
rho 1.0 by construction — the 64k pairwise table is never materialized.

Ruling: the address does two jobs at two fidelities, neither needs the
64k table. Routing/prefix-scoping = address-only (coarse is correct);
metric = ADC over the 2KB codebook (never 64k). Composes with the
header/payload split: header=routing (address-only, why frequency-as-
header works), payload=metric (needs centroids, why frequency-in-payload
corrupts). Records E-IMPLICIT-MORTON-TILE-1.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01K3RyLEbuNSHxxB3NTTrGki
@AdaWorldAPI AdaWorldAPI changed the title epiphanies: blind-convergence adjudication of PROBE-DEEPNSM-FACET epiphanies: DeepNSM-facet Morton-comma — blind-convergence adjudication + implicit-256:256-tile probe Jul 19, 2026
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AdaWorldAPI marked this pull request as ready for review July 19, 2026 13:31
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AdaWorldAPI merged commit 8a667f4 into main Jul 19, 2026
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Comment on lines +113 to +115
> 3b **set-membership** clause of §3.5 is therefore RETIRED as mis-scoped; the
> live falsifier is measurements **3a (NN-flip) + 4 (named anchor)**, which fire
> cleanly and identically across both blind runs. Verdict this arc:

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P2 Badge Retire the obsolete 3b gate in the criteria

As written, this supersession says the 3b set-membership clause is retired and that the live falsifier is 3a plus the named anchor, but the PASS/COLLAPSE criteria immediately below still require the 3b corrupted set to show positive inflation and rank displacement. For anyone using this spec after the documented empty 3b outcome, COLLAPSE CONFIRMED remains impossible under §3.5 even though the note says it should be decided by 3a+4, so the gate and the correction disagree.

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