Research-Stack/6-Documentation/wiki/Concept-Archive.md

Concept Archive

This page is the wiki attic for Research Stack concepts: canonical, active, candidate, speculative, held, lossy, retired, and abandoned. Inclusion here is not promotion. It means the concept has appeared in the repo and should remain findable with an honest status.

Status Legend

Status	Meaning
CANONICAL	Defined by the main glossary, vocabulary lock, Lean surface, or roadmap.
ACTIVE	Used in current code/docs, but not necessarily fully proven.
CANDIDATE	Useful concept with a repo surface; needs stronger evidence before promotion.
SPECULATIVE	Research scratchpad or analogy; do not cite as established fact.
HELD	Preserved because it may be useful, but blocked by tests, proof gaps, or failed quantitative checks.
LOSSY	Useful experiment that cannot round-trip or preserve the needed invariant.
EXTERNAL_REFERENCE	Outside work kept as a citation/search anchor; do not treat as imported repo code or an internal claim.
RETIRED_ALIAS	Old evocative name retained for search; use the neutral technical term in formal docs.
ABANDONED	Preserved for provenance; not a current design direction.

Canonical And Active Concepts

Concept	Status	Why it is kept	Primary surface
AMMR	CANONICAL	Merkle-mountain accumulator over equation forests.	docs/GLOSSARY.md, 3-Mathematical-Models/AMMR/
AngrySphinx	CANONICAL	Exponential proof-of-defense gate and quarantine default.	Semantics.AngrySphinx, docs/safety/ANGRYSPHINX_ADAPTIVE_SHELL_DEFENSE.md
AVM	ACTIVE	Math-language-to-bytecode adapter and shim boundary.	Semantics.AVM, docs/AGENTS.md
AVMR / O-AVMR	ACTIVE	Vector manifest roll-up and orthogonal/geodesic hotpath surfaces.	AVMR*.lean, PIST shifter
Artin Braid Geometry	ACTIVE	Byte-to-crossing functions over sigma_i / sigma_i^-1, braid composition, inverse, simplification, and crossing entropy.	pist_biological_polymorphic_shifter_v3_complete.py
bind	CANONICAL	Universal primitive for lawful transformations.	docs/GLOSSARY.md, Lean Semantics
BraidField	CANONICAL	Path-sensitive field for exposing phase/charge instability.	Semantics.BraidField, CONCEPTS.md
CacheSieve	ACTIVE	PASS/HOLD/REJECT classifier before expensive proof work.	Semantics.CacheSieve
Charged-Mass Braid Sieve	CANDIDATE	Routes unstable mass into basin, hold, scar, or discharge.	CONCEPTS.md, docs/charged_mass_braid_sieve.md
CognitiveLoad	CANONICAL	Five-part load model for strategy selection.	Semantics.CognitiveLoad, docs/GLOSSARY.md
DAG-LUT	ACTIVE	Burned immutable coordinate history for pruning and FPGA checks.	docs/AGENTS.md, FPGA Warden docs
DIAT	CANONICAL	Integer shell coordinate transform.	docs/GLOSSARY.md
DynamicCanal	ACTIVE	Adaptive route canal with nonnegative width constraint.	Semantics.DynamicCanal
ENE	CANONICAL	Durable node/credential/knowledge substrate.	CONCEPTS.md, 4-Infrastructure/infra/
English Word Bonding Equations	CANDIDATE	Uses words like CAGE, BRIDGE, CHAIN, SCAR, SALT, and RING as mnemonic handles for finite bonding/routing operators. Kept only as a graph/search and speculative-materials surface; element-symbol parses are not material claims.	docs/speculative-materials/EnglishWordBondingEquations.md
Adaptive Material Math Application Map	CANDIDATE	Crosswalk from layered flip-tile/fractal-hair/MXene-scroll material ideas into DynamicCanal, COUCH, Braid Sieve, Waveprobe, MorphicDSP, PIST, Hutter, cotranslational folding, and branch-cut math surfaces.	docs/speculative-materials/AdaptiveMaterialMathApplicationMap.md
FAMM	CANONICAL	Frustration-aware memory policy over basins and scars.	CONCEPTS.md, docs/GLOSSARY.md
FixedPoint	CANONICAL	Q16_16/Q0_16 deterministic arithmetic surface.	Semantics.FixedPoint
FNWH	ACTIVE	Formal harmonic framework for Burgers/Braiding surfaces.	docs/GLOSSARY.md, FNWH modules
Fractal Extendable Hair Field	CANDIDATE	Nested active micron-scale hair/fibril field over a tensioned material skin; branches extend, orient, stiffen, and retract to multiply dry adhesion or microhook contact while preserving detachability.	docs/speculative-materials/LocallyAdaptiveContactMaterials.md
Fuck Your Couch	RETIRED_ALIAS	Operator-facing search alias for the COUCH equation family. Use F-Number COUCH, U-Rotated COUCH Value, Y-Axis O-Step COUCH Container, or Route-Pressure COUCH Gate in formal writing.	Semantics.CouchFilterNormalization, COUCH_EQUATION.md
GENSIS	ACTIVE	Genetic N-space extension of MISC over shell coordinates.	manifold_compression/src/gensis_kernel.py, GENSIS docs
GCCL / GCL / DeltaGCL	CANONICAL	Compression/law language and delta representation.	docs/gcl/, docs/GLOSSARY.md
Gecko Dry Adhesion Anchor	EXTERNAL_REFERENCE	Real-world precedent for reversible van der Waals-style contact authority via hierarchical setae/spatulae; used as the grounded model for layered flip-tile material adhesion, with roughness, contamination, humidity, peel direction, and wear limits preserved.	docs/speculative-materials/LocallyAdaptiveContactMaterials.md
Recovered Session Material Concepts	CANDIDATE	Local chat recovery bundle for missing material primitives: MXene nanoscrolls, charge-flow shaping, resonant SLS tubules, conductive valence matrices, magnetic labyrinths, magnetoelectric laminate capsules, piezo alerts, ferrite/carbon SLS doping, and SDR resonant void readout.	docs/speculative-materials/RecoveredSessionMaterialConcepts.md
Genome18	ACTIVE	18-bit address space, six 3-bit bins.	Semantics.Genome18, EQUATION_FOREST_INDEX.md
Geometry Is Memory	CANDIDATE	Topological RAM principle: shape stores state.	CONCEPTS.md, BRAIN_AS_MANIFOLD.md
Goxel	CANDIDATE	Geometric voxel/domain primitive.	docs/GLOSSARY.md, ENE_RESEARCH_TOPIC_CANDIDATES.md
GWL / GWL Throat	CANONICAL	Five-factor coupling and topological traversal gate.	docs/GLOSSARY.md, GWL modules
HomeostaticGovernor	CANONICAL	Pressure controller and fixed-point convergence target.	docs/GLOSSARY.md
Harmonic Shape Transform (HST)	EXTERNAL_REFERENCE	Laplace-eigenfunction "harmonic note" used as an intrinsic scalar coordinate for shape correspondence; useful precedent for semantic eigenvector bundles, not imported as repo code. License preserved in CITATION.cff and THIRD_PARTY_NOTICES.md.	https://github.com/sel8888/harmonic-shape-transform-2026-koncept
HELLO Transform	CANDIDATE	Joke-born mnemonic/operator sketch: E(H equiv N) + (L x L) -> O(n), where harmonic/eigenstructure aligns to graph nodes so language-lattice matching avoids full pairwise explosion.	Search target, semantic eigenvector bundle notes
HyperFlow	ACTIVE	Navier-Stokes-like manifold flow.	Semantics.HyperFlow
IRP / InvariantReceipt	ACTIVE	Receipt proving a transition preserved its invariant.	Semantics.InvariantReceipt
LNMF / Loch-Nessie-Monster Filter	CANDIDATE	Hidden-basin routing filter: Loch(L) = internal/(1+leakage) * A_L, nE_i(L) = A_{L,i} * rho_{L,i} * Scar_i(L), and `M(L) =	Aut(L)
Loc Nes Monster	RETIRED_ALIAS	Operator-facing search alias for LNMF / Loch-Nessie-Monster Filter and the hidden recurrence side of the monster-filter family.	Semantics.LochMonsterFilter
Locally Adaptive Contact Materials	CANDIDATE	Cooperative anisotropic layered flip-tile material/control patches held near a bounded critical phase boundary so local charge/field inputs can change stiffness, adhesion, damping, texture, or shape while preserving contact authority.	docs/speculative-materials/LocallyAdaptiveContactMaterials.md
Structural eFuse Surface	CANDIDATE	Passive material/geometry gate where tubule buckling, flux imbalance, percolation shift, or RF-signature drift produces a piezo/ME alert receipt before catastrophic structural failure.	docs/speculative-materials/RecoveredSessionMaterialConcepts.md
Monster Filter Assignment	CANDIDATE	Explicit bridge assigning monster-filter outputs to treeFiddyBound, locNesRecurrence, or combinedGate. Tree Fiddy owns BHOCS/archive commit routes; Loc Nes owns hidden-basin/Nessie recurrence witnesses; quarantine stays marked.	Semantics.LochMonsterFilter
Mass Number	ACTIVE	Admissible reduction + residual risk + boundary guard packet.	Semantics.Core.MassNumber
Matroska-S3C Nested Reduction Gear	CANDIDATE	Nested shell route-prior geometry.	docs/specs/MS3C_NESTED_REDUCTION_GEAR_SPEC.md
MISC	CANONICAL	Manifold-invariant shell compression engine.	docs/research/MISC_THEORY.md
MOIM	ACTIVE	Behavioral/discrete manifold surface.	Semantics.MOIMMetaprobe, manifold taxonomy
MORE_FAMM	ACTIVE	Capability-isolated FAMM memory architecture.	docs/GLOSSARY.md, nanokernel notes
NaNBoundary	ACTIVE	Refusal boundary for invalid/zero-frustration paths.	docs/GLOSSARY.md, GENSIS compiler spec
Neural Type Eigenvector Coverage	CANDIDATE	Broad neuron-type morphology/evidence graph reduced to a principal coverage direction, used to rank which biological analogues improve routing, compression, or verification efficiency.	6-Documentation/docs/research/NEURAL_TYPE_EIGENVECTOR_COVERAGE.md
NUVMAP	CANONICAL	Non-uniform variable mapping and address projection.	docs/GLOSSARY.md, NUVMAP specs
OEPI	ACTIVE	Operator Escalation Percentage Index.	Semantics.OEPI
OTOM	CANONICAL	Ordered Transformation and Orchestration Model.	CONCEPTS.md, OTOMOntology.lean
PIST	CANONICAL	Shell witness/address surface with mass conservation.	docs/GLOSSARY.md, Semantics.PIST
PodAccumulator	ACTIVE	Distributed witness/signature accumulator.	docs/GLOSSARY.md
Q0_16 / Q0_64 / Q16_16	CANONICAL	Fixed-point and scalar communication formats.	Semantics.FixedPoint, docs/GLOSSARY.md
RGFlow	ACTIVE	Scale-coherence and lawfulness surface.	SemanticRGFlow, formal verification docs
S3C	CANONICAL	Shell/topological codec.	Semantics.S3C, docs/GLOSSARY.md
Semantic Primes	CANONICAL	Twelve irreducible semantic dimensions.	CrossDimensionalFilter, docs/GLOSSARY.md
Semantic Mass	ACTIVE	Dimensionless semantic/routing load; not physical mass, and not itself a Mass Number receipt.	Semantics.SemanticMass, mass_numbers_deanthropocentric_revision.md
Semantic Eigenvector Bundle	CANDIDATE	Cluster of concepts treated as a principal direction in a semantic graph rather than as isolated keywords.	Search target, eigenvector literature anchors
Semantic Prime Refraction	CANDIDATE	Semantic route law over concept eigenvectors, semantic-prime alignment, and MassNumber gradients.	hdmi_as_computation_fabric_ene_brief.md
SIM	CANDIDATE	Sovereign Informatic Manifold.	INFORMATION_MANIFOLD_TAXONOMY.md
SLUQ	ACTIVE	Routing accumulator/state-machine surface.	Hardware/AdaptiveFabric.lean
STDP	CANONICAL	Spike-timing-dependent plasticity.	docs/GLOSSARY.md
SolitonTensor	CANONICAL	Persistent nonlinear wave identity.	docs/GLOSSARY.md
TSM	CANONICAL	Builder/Judge/Warden thermal clock.	docs/GLOSSARY.md, docs/AGENTS.md
TorsionalPIST	CANONICAL	Quaternion-valued PIST shell traversal.	docs/GLOSSARY.md
Trixal	CANONICAL	Thermal/work/irreversibility quality vector.	docs/GLOSSARY.md, MISC theory
Tree Fiddy Monster Assignment	CANDIDATE	Bounded archive side of the monster filter: .bhocsCommitMonster routes are assigned to Tree Fiddy/BHOCS because the result should be caged as bounded recursive history, not left as active dynamics.	Semantics.LochMonsterFilter, Semantics.BHOCS, Semantics.CoulombComplexity
UMUP-lambda	CANONICAL	Universal manifold update protocol.	docs/GLOSSARY.md
USTSM	CANONICAL	36-substrate census under Q0_64 scalar interface.	docs/roadmaps/ROADMAP.md
Waveprobe	ACTIVE	Hysteretic local selection/risk kernel.	Semantics.Waveprobe, waveprobe_qubo_spec.tex
WebGPU Geant4-DNA	EXTERNAL_REFERENCE	Browser/WebGPU Monte Carlo track-structure simulation for radiobiology, with IRT chemistry and B-DNA SSB/DSB scoring. Useful external validation analogue for GPU physics kernels, DNA damage scoring, and browser-resident compute surfaces; not imported as repo code. License preserved in CITATION.cff and THIRD_PARTY_NOTICES.md.	https://github.com/abgnydn/webgpu-dna

Weird, Speculative, Held, Or Retired Concepts

Concept	Status	Why it is kept	Primary surface
AEGIS Shifter	CANDIDATE	Expanded synthetic genetic alphabet transform.	pist_biological_polymorphic_shifter_v3_complete.py
Basin	ACTIVE	Stable routing neighborhood and positive memory signal.	FAMM docs
Braid Rope Fusion Shifter	CANDIDATE	Combined braid/rope geometry; reported best ratio 0.327 and entropy 2.376.	PIST shifter
Braid Shifter	CANDIDATE	Artin braid group encoding; reported ratio 0.490, entropy 1.161, with simplification.	PIST shifter
Builder	RETIRED_ALIAS	Old actor name for constructive ADD phase.	docs/AGENTS.md
CE-sRGB-NIICore	CANDIDATE	Chiral eigenvector sRGB-style NIICore packet surface for display-color-like compute cells.	HDMI computation fabric ingest
Chiral GCCL	CANDIDATE	Handedness layer across GCCL transforms.	PIST shifter
Chirality Destabilizer	CANDIDATE	Bounded novelty perturbation that surfaces hidden eigenroutes without unbounded chaos.	HDMI computation fabric ingest
Crystallization Front Invariant	ACTIVE	Neutral name for work reducing future work.	docs/AGENTS.md, BRAIN_AS_MANIFOLD.md
DSE Shifter	CANDIDATE	Deterministic-stochastic perturbation folded through PIST mass.	PIST shifter
Edge Survivor	CANDIDATE	HOLD fragment that is neither promoted nor discarded.	Braid sieve docs
Edge-of-Universe Anomalies	SPECULATIVE	Variable torsional clock remapping for cosmology anomalies.	variable_omega_edge_anomalies.md
Epistemic Inhibitory Controller / Warden	RETIRED_ALIAS	Old actor name for verification/SUBTRACT phase.	docs/AGENTS.md
FAMM Scar	ACTIVE	Remembered failed route.	FAMM docs
Foldback Lock	CANDIDATE	Prevents runaway manifold evolution.	INFORMATION_MANIFOLD_TAXONOMY.md
F-Number COUCH	CANDIDATE	Integer-scaled COUCH route-pressure proxy: F_COUCH(κ) = avg_curvature_milli(κ) + max_curvature_milli(κ) + FAMM_frustration_milli. Full-sweep Lean witnesses cover κ=0.50,1.00,1.50,2.00,2.50 as 18085,18163,18274,18419,18596; high-F threshold 18500.	Semantics.CouchFilterNormalization, COUCH_EQUATION.md
Galois Ring Shifter	CANDIDATE	GF(256)-style byte transform.	PIST shifter
Golden Stratum Gate	RETIRED_ALIAS	Old phi-ratio phase-gate name.	docs/AGENTS.md, EXPLORATION_PLAN.md
Hachimoji Shifter	CANDIDATE	16-symbol synthetic DNA transform.	PIST shifter
Heat-2D Adapter	CANDIDATE	Maps physical source deposits into 2D heat PDE.	3-Mathematical-Models/AMMR/HEAT2D_ADAPTER.md
Holographic Recursive Fractal Connectome	CANDIDATE	Fingerprint/keystream shifter family.	PIST shifter
Hot/Cold FAMM	CANDIDATE	Hot path routes deterministic admissible states; cold path captures scars, ambiguity, and expensive recovery.	HDMI computation fabric ingest
Hyphal Net Shifter	CANDIDATE	Fungal-network-inspired routing transform.	PIST shifter
Judge	RETIRED_ALIAS	Old actor name for PAUSE/adjudication phase.	docs/AGENTS.md
Multilayer Moire Decoder	SPECULATIVE	Cross-domain decoder analogy using layers, twist, and gaps.	unified_equation.md
Multicolor Rope Geometry	CANDIDATE	Encodes (strand, color, twist) tuples; tension comes from twist variance and color entropy tracks color usage.	PIST shifter
Multicolor Rope Shifter	CANDIDATE	Colored strand bundle transform; reported ratio 0.329, entropy 2.363, rope tension 0.107, color entropy 2.122.	PIST shifter
NExponent	CANDIDATE	Heuristic shifter capacity score.	PIST shifter
N-Shell Coordinate	ACTIVE	Generalized PIST coordinate in N-dimensional shells.	manifold_compression/src/gensis_kernel.py
Nonlinear Persistent Wave / Soliton	RETIRED_ALIAS	Old evocative label for persistent nonlinear wave.	docs/AGENTS.md
O-AVMR Hotpath	CANDIDATE	Orthogonal AVMR with PIST geodesic hotpath.	PIST shifter
PIST Direct	CANDIDATE	Byte to (shell, offset) coordinate encoding.	PIST shifter
PIST Mirror	ACTIVE	Same-mass involution on a PIST shell.	PIST shifter, misc_kernel.py
PIST Resonance	ACTIVE	Jump between same-mass coordinates.	PIST shifter, gensis_kernel.py
PIST-NUVMAP Texel	CANDIDATE	Packed NUVMAP projection of PIST coordinates.	PIST shifter
Quarantine	ACTIVE	Refusal state for unsafe or unbounded transitions.	AngrySphinx/Warden docs
Reactive Semantic Perturbation / Fluorinated Semantics	CANDIDATE	Method term for injecting highly reactive, informal, or absurd concept atoms into a formal/search engine to reveal hidden structure. Kept only with the output discipline: typed gates, receipts, failure modes, and quarantine.	docs/WEIRD_CONCEPTS_GLOSSARY.md
Recursive Branch Cut	HELD	Quantitative thermodynamic tests failed; useful as large-scale analogy only.	recursive_branch_cut_self_similarity.md, thermodynamic_test_recursive_branch_cut.md
Reverse-Sisyphus	RETIRED_ALIAS	Old name for crystallization-front/work-reduces-work invariant.	docs/GLOSSARY.md, BRAIN_AS_MANIFOLD.md
Route-Pressure COUCH Gate	CANDIDATE	Operational COUCH payoff gate: P_COUCH(κ) = F_COUCH(κ) + U_rot(κ) - R_value, selecting local, atlas, or reject from finite Lean witnesses.	Semantics.CouchFilterNormalization, COUCH_EQUATION.md
Scar Memory	ACTIVE	Persistent failed-route evidence.	FAMM docs
Spiegelmer Shifter	CANDIDATE	Mirror-image aptamer transform.	PIST shifter
Topological RAM	CANDIDATE	Geometry stores state directly.	CONCEPTS.md
TMDS Timing Plane	CANDIDATE	Display timing treated as clock/law surface, separate from payload and authority.	HDMI computation fabric ingest
Torsional Gradient Particle	SPECULATIVE	Particle as stable gradient in torsional unwinding field.	torsional_cosmology_spin.md
Torsional Uncertainty	SPECULATIVE	Quantum uncertainty as torsional vibration/phase resolution.	uncertainty_from_torsional_vibration.md
Torsional Unwinding	SPECULATIVE	Time/expansion as decreasing torsional winding.	torsional_cosmology_spin.md
Underverse packet	CANDIDATE	Downgraded non-promotable Mass Number outcome.	Semantics.Core.MassNumber
Universal Evolutionary Equation	CANDIDATE	Evolution/compression bridge through conserved basis fusion.	universal_evolutionary_equation.md
Universal Unified Equation	SPECULATIVE	Cross-domain umbrella operator over physics, biology, and compression.	unified_equation.md
U-Rotated COUCH Value	CANDIDATE	Fixed-point-safe COUCH projection along curvature and coupling: U_rot(κ) = C_avg_milli(κ) + κ_milli * U_norm_milli(κ) / 1000. Full-sweep Lean witnesses cover κ=0.50,1.00,1.50,2.00,2.50 as 8785,9552,10322,11093,11867.	Semantics.CouchFilterNormalization, COUCH_EQUATION.md
Variable Omega Field	SPECULATIVE	Local torsional clock-rate field.	variable_omega_edge_anomalies.md
Virtual HDMI Blitter	CANDIDATE	Virtual display/blitter contract where raster pixels act as command/state cells and display machinery becomes compute/witness fabric.	HDMI computation fabric ingest
Wave Overhangs Adapter	CANDIDATE	Toolpath-as-wavefront model coupled to Heat-2D.	AMMR/WAVE_OVERHANGS_ADAPTER.md
Whirlpool	SPECULATIVE	FAMM basin-circulation / route-intensity image.	INFORMATION_MANIFOLD_TAXONOMY.md
Wireworld Shifter	LOSSY	Cellular automaton transform; decode is explicitly lossy.	PIST shifter
Y-Axis O-Step COUCH Container	CANDIDATE	Finite COUCH sweep packet {O_steps, U_value, R_value} where O_steps = trajectory_steps(κ), U_value = U_rot(κ), and R_value = 1000 is constant.	Semantics.CouchFilterNormalization, COUCH_EQUATION.md

Module Surface Census

The local wiki already contains a large generated/connector module surface:

• 6-Documentation/wiki/Obsidian-connector/Manifold/Modules/
• Current count at archive creation: 631 module notes

This directory is the broadest mechanical concept inventory. The tables above are the human-facing archive. The module directory is the exhaustive surface for module names such as AMMR, AngrySphinx, BraidField, CacheSieve, DynamicCanal, Genome18, Hardware_AdaptiveFabric, MOIMMetaprobe, MassNumberAdapter, MorphicDSP, PIST, RGFlow, S3C, SLUQ, SemanticRGFlow, TorsionalPIST, Waveprobe, and hundreds of extension surfaces.

Search Engine Target

The future internal search engine must be semantic-driven, not only keyword-driven. It should connect weird names, neutral technical names, code symbols, theorem surfaces, abandoned aliases, and evidence receipts into one retrievable concept graph.

Minimum target layers:

1. Literal index: exact symbols, paths, functions, theorem names, issue IDs.
2. Semantic concept index: aliases, weird names, neutral names, status labels, concept clusters, and gestalt/eigenvector-like bundles.
3. Evidence/routing layer: reversible vs lossy, canonical vs speculative, benchmark vs theory, proof vs scratchpad, Hutter-claim-safe vs discovery-only.
4. Inspectable graph layer: concept nodes, alias nodes, file/module nodes, theorem/function nodes, benchmark receipt nodes, Linear issue nodes, status nodes, and evidence-type nodes.

Ranking should use semantic mass: prefer hits connected to downstream concepts, active/canonical status, executable evidence, and the current route. A MassNumber-style gate should mark whether a result is admissible for the task or only useful for discovery.

Graph edges should be typed, not just "related":

• defines
• aliases
• imports
• cites
• derives
• gates
• blocks
• promotes
• demotes
• benchmarks
• round-trips
• fails
• quarantines
• related-to

Every search result should be able to explain itself as a path, for example:

Variable Omega Field -> torsional clock -> compression timing -> Hutter discovery-only
SemanticMass -> meaning-bearing load -> MassNumber -> admissibility receipt
Braid Rope Fusion Shifter -> benchmark receipt -> reversible? -> Hutter claim gate
HELLO Transform -> harmonic-node alignment -> language lattice -> O(n) search sketch

Minimum graph queries:

neighbors SemanticMass
path SemanticMass MassNumber
why hutter braid rope

Graph export should stay local and inspectable first: GraphML, JSONL edges, or a SQLite edge table. A visual UI can come later.

Linear target: RES-2377.

Eigenvector Literature Anchors

The "concept bundle as eigenvector" target should be framed as an extension of existing eigenvector traditions, not as an isolated invention. Immediate anchor families to preserve in the search index:

Anchor	Use in Research Stack
Bonacich, 2007, Some unique properties of eigenvector centrality	Centrality and prestige-weighted concept importance in the internal graph.
Langville, 2005, A Survey of Eigenvector Methods for Web Information Retrieval	Search ranking precedent for graph-native retrieval.
Nelson, 1976, Simplified calculation of eigenvector derivatives; Lim, 1987, Re-examination of eigenvector derivatives	Sensitivity of concept eigenvectors when evidence or edges change.
Shapiro, 1992, Feature-based correspondence: an eigenvector approach	Matching concepts across files, aliases, and modalities by feature structure.
Saaty, 1998/2001, analytic hierarchy process eigenvector ranking	Decision/prioritization surface for promotion gates and route choices.
Xiang, 2008, Spectral clustering with eigenvector selection	Selecting stable concept clusters without swallowing every adjacent term.
Gauch, 1982, Noise Reduction By Eigenvector Ordinations	Reducing noise in weird/scratchpad concepts before promotion.
Allez, 2012, Eigenvector dynamics	Dynamics of changing semantic fields over time.
Duguet, 2023, Eigenvector Continuation and Projection-Based Emulators	Continuation/emulator framing for moving between local concept regimes.
Ipsen, 1997, Computing an Eigenvector with Inverse Iteration	Practical computation path for local graph ranking.
Diniz-Filho, 1998, phylogenetic inertia eigenvector method	Inertia/history model for inherited concept structure.
Knowles, 2013, Wigner matrix eigenvector distribution	Random-matrix caution surface for noise, false structure, and null models.
Krahulik, 2026, Harmonic Shape Transform (HST) repository	Shape-domain analogue: a Laplace eigenfunction acts as a normalized intrinsic coordinate or "harmonic note" for correspondence. Treat as external reference, not internal proof.

Working interpretation:

gestalt / concept bundle
  -> principal semantic direction over a typed evidence graph
  -> weighted by semantic mass and admissibility receipts
  -> exposed as a searchable, explainable path

HST shape note
  -> Laplace eigenfunction as intrinsic coordinate
  -> equal-level mapping between shapes
  -> analogy target for semantic-prime/eigenvector route maps

HELLO Transform
  -> "hello" as notation joke: H, E, L x L, O(n)
  -> candidate operator sketch, not theorem
  -> E(H equiv N) + (L x L) -> O(n)
  -> harmonic/eigen node alignment makes language-lattice matching route-based

Recent ingest artifacts:

• shared-data/data/ingested/chatgpt/hdmi_as_computation_fabric_transcript.md
• shared-data/data/ingested/chatgpt/hdmi_as_computation_fabric_ene_brief.md
• shared-data/data/ingested/chatgpt/hdmi_as_computation_fabric_graph_edges.jsonl
• shared-data/data/ingested/chatgpt/hdmi_as_computation_fabric.graphml

Recent research audit:

• 6-Documentation/docs/research/WEIRD_ACCELERATION_DEEP_DIVE_2026_05_06.md

Promotion Rule

Before a concept moves out of this archive into canonical docs, require:

1. A neutral technical name.
2. A declared invariant, gate, or receipt.
3. A source surface: Lean module, script, spec, model note, or audit artifact.
4. A status change recorded in docs, not just in conversation.