Research-Stack/6-Documentation/docs/GLOSSARY.md

Project-Wide Glossary — Sovereign Research Stack

Authority: docs/VOCABULARY_LOCK.md, CONCEPTS.md, docs/gcl/GLOSSARY.md Ground Truth: Lean 4 (0-Core-Formalism/lean/Semantics/) Companion: docs/WEIRD_CONCEPTS_GLOSSARY.md

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Acronym Surface Index

This index surfaces acronym-like tokens currently used across the Research Stack. Definitions defer to the detailed glossary entries below when present. Scope excludes vendored corpora, package locks, virtualenvs, generated dependency vocabularies, and raw build artifacts unless the acronym is part of a project surface.

Acronym	Expansion / role	Primary surface
AI	Artificial intelligence; generic operator/tooling context.	Infrastructure and docs
AMMR	Algebraic Merkle Mountain Range.	Core Formalism
API	Application programming interface.	Infrastructure shims
ASIC	Application-specific integrated circuit.	ASICTopology, hardware topology
AVM	Adaptive Virtual Machine; universal math-language adapter and shim boundary.	Semantics.AVM, docs/AGENTS.md
AVMR	Adaptive Vector Manifest Roll-up.	Core Formalism
BLS	BLS aggregate signature scheme.	Meta / attestation
BRAM	Block RAM; FPGA memory segmentation surface.	MORE_FAMM, hardware
CAD	Computer-aided design.	Patent / hardware docs
CAI	Codon Adaptation Index.	Codon Optimization
CFF	Citation/invariant entry surface; expansion not locked in this glossary yet.	HermesAgentIntegration, hardware CFF files
CFL	Courant-Friedrichs-Lewy stability condition.	Burgers / PDE roadmap
CLI	Command-line interface.	Tools and scripts
CMYK	Cyan/magenta/yellow/key classifier vocabulary used by SLUQ routing.	Hardware/AdaptiveFabric.lean
DAG	Directed acyclic graph.	DAG-LUT, AMMR/O-AMMR
DAG-LUT	Directed-acyclic-graph Look-Up Table.	FPGA Warden
DB	Database.	ENE / SQLite artifacts
DIAT	Dynamic Integer-Address Transform.	Geometry
DNA	Deoxyribonucleic acid.	Biology / genetics
DSP	Digital signal processing / FPGA DSP slice context.	Hardware docs
ENE	Endless Node Edges.	Infrastructure
FAMM	Frustration-Aware Manifold Mesh.	Security / memory
FNWH	Formal Non-Wave Harmonic.	Meta / Burgers
FPGA	Field-programmable gate array.	FPGA Warden, hardware verification
GC	Guanine-cytosine content constraint.	Codon Optimization
GCCL	Geometric-Coded Compression Language.	Compression
GCCL-Rep	GCCL representation format.	Compression
GCL	Geometric Compression Language shorthand surface.	Delta GCL / GCL docs
GCLang	Executable notation / compiler substrate for GCL.	Compression
GENSIS	Genetic-Natured N-Space universal encoding substrate.	Compression / biology
GPU	Graphics processing unit.	Hardware execution surface
GR	General relativity.	Physics docs
GWL	Gravitational-Wave-Like topology.	Geometry
IA	Internet Archive.	Ingest tooling
IRP	Invariant Receipt Protocol.	Meta / receipts
ISA	Instruction set architecture.	Native Integer ISA
KDA	KDA Physics / KDA Control domain label; expansion not locked in this glossary yet.	UnifiedFunctionLayer.lean
KL	Kullback-Leibler divergence.	Information manifold taxonomy
KOT	Kinetic Optical Transform.	Compression / PTOS
KOTC	Kinetic Operation Token Completion Daemon.	tools/kotc/
LFS	Git Large File Storage.	Repository hygiene
LLM	Large language model.	Evidence standards
LUT	Look-Up Table.	FPGA Warden, DAG-LUT
MCP	Model Context Protocol / connector routing surface.	Infrastructure tools
MISC	Manifold-Invariant Shell Compression.	Compression
MLGRU	MasterEquation update kernel weights stage.	MasterEquation
MMR	Merkle Mountain Range.	AMMR
MOE / MoE	Mixture of Experts.	Routing / model surfaces
MOIM	Meta-Ontological Inversion Machine; behavioral/discrete manifold surface.	MOIMMetaprobe, manifold taxonomy
MORE_FAMM	Capability-based FAMM memory isolation surface.	Infrastructure
MS3C-RG	Matroska S3C Nested Reduction Gear.	NUVMAP address space
NaN	Not-a-Number boundary marker.	AngrySphinx / fixed-point safety
NES	Project token used in legacy/emulation surfaces; expansion not locked here.	Apps / recovered docs
NII	Native Integer ISA.	Infrastructure
NMR	Nuclear magnetic resonance.	Physics references
NTP	Network Time Protocol.	Infrastructure
NUVMAP	Non-Uniform Variable Mapping.	Geometry
O-AMMR	Ordered AMMR.	Core Formalism
OEPI	Operator Escalation Percentage Index.	Semantics.OEPI
OISC	One-instruction-set computer.	Hardware / blitter
OTOM	Ordered Transformation & Orchestration Model.	Infrastructure
PDE	Partial differential equation.	Burgers / HyperFlow
PIST	Perfectly Imperfect Square Theory.	Geometry / witness surface
PQC	Post-quantum cryptography.	AngrySphinx
PTOS	Photonic Topological Optical Storage.	Compression
Q0_16	16-bit fixed-point fraction format.	FixedPoint
Q0_64	64-bit scalar [0, 1) interface.	FixedPoint / USTSM
Q16_16	32-bit fixed-point mixed integer/fraction format.	FixedPoint
QUBO	Quadratic unconstrained binary optimization.	RotationQUBO
RGFlow	Renormalization-group-flow lawfulness / scale-coherence surface.	SemanticRGFlow, formal verification
SAE	Sparse autoencoder.	Biology / neural proxy
S3C	Shell/Topological Codec; also surfaced as Shell-3 Codec in metaprobes.	Geometry
SI	International System of Units.	Evidence standards
SIM	Sovereign Informatic Manifold.	Information manifold taxonomy
SLUQ	SLUQ routing accumulator/state-machine surface; expansion not locked here.	Hardware/AdaptiveFabric.lean, taxonomy
SNR	Signal-to-noise ratio.	Signal / hardware docs
SSD	Solid-state drive.	Infrastructure
SSMS_nD	Nested self-similar manifold shell.	Geometry
STARK / ZK-STARK	Scalable transparent argument of knowledge / zero-knowledge STARK.	Warden validation
STDP	Spike-Timing-Dependent Plasticity.	Biology / neural
SVQF	Spherical Quaternion Vector Field.	Infrastructure
TQFT	Topological quantum field theory.	Roadmap
TSM	Thermal State Machine.	Thermodynamics
TTM	TTM layer taxonomy surface; expansion not locked in this glossary yet.	ManifoldTopology, OTOM papers
UI	User interface.	Application surfaces
UMUP-λ	Universal Manifold Update Protocol.	Meta
USTSM	Universal Substrate Topological State Machine.	Roadmap / substrate census
VLB	Nibble-delta witness substrate label; expansion not locked in this glossary yet.	docs/research/VLB_*
VLE	Variable-Length Encoding.	Compression
VLSI	Very-large-scale integration.	Spatial/VLSI domain
VM	Virtual machine.	AVM / substrate state
XNA	Xenonucleic acid.	Biology references
ZK	Zero knowledge.	STARK / Warden validation

Core Formalism

Term	Definition
bind	The single universal primitive: (A × B × Metric) → Bind A B. All algorithms collapse to this. Five allowed classes: informational, geometric, thermodynamic, physical, control.
Q16_16	32-bit fixed-point (UInt32, 0x00010000 = 1.0). Mixed integer + fraction. Last-resort only; requires documented deterministic overflow.
Q0_16	16-bit fixed-point (UInt16), pure fraction [-1, 1 - 2^-16]. Default for all dimensionless quantities (losses, scores, probabilities, phase angles).
Q0_64	64-bit 0D scalar [0, 1). Universal scalar for cross-substrate communication.
FixedPoint	The formal module (Semantics.FixedPoint) defining both Q16_16 and Q0_16 arithmetic. All operations must match bit-exactly across Lean/Verilog/Python.
AMMR	Algebraic Merkle Mountain Range — hierarchical cryptographic accumulator over equation forest nodes.
AVMR	Adaptive Vector Manifest Roll-up — hierarchical summary of vector manifolds across substrates.
O-AMMR	Ordered AMMR — AMMR with explicit dependency ordering on the equation DAG.
BraidField	Path-sensitive field B(t) through which information carriers are rotated to expose phase/charge instability. Basis of the Charged-Mass Braid Sieve.
BracketedCalculus	Gap-conserving bound calculus: ⟨l, u, v, g_l, g_u⟩ where g_l + g_u = u − l. Substrate #35.
bindPreservesInvariant	Core theorem: every lawful bind operation preserves the domain's declared invariant.
MasterEquation	S_{t+1} = MLGRU(Gossip(Prune(Stabilize(Score_{Σ+NK}(Expand(S_t)))))) — the universal state transition across all agent substrates.

Geometry

Term	Definition
PIST	Perfectly Imperfect Square Theory — witness/audit surface with shell coordinate transform. States: (k, t) ∈ ℕ². Invariant: mass conservation.
DIAT	Dynamic Integer-Address Transform — shell coordinate system for energy cell quantization.
NUVMAP	Non-Uniform Variable Mapping — 2D spectral projection (u, v) where u = f(t) = t×1000, v = g(n) = n.
GWL	Gravitational-Wave-Like topology — 5-factor rotational coupling geometry (θ, φ, τ, χ, proximity).
S3C	Shell/Topological Codec — energy cell quantization into n² + m integer shells.
SSMS_nD	Nested self-similar manifold shell — recursive fractal dimension descent. Substrate #5.
Goxel	Geometric voxel — an N-space shape primitive whose derived math must be auditable in a declared field.
Torus	Toroidal manifold on which PIST operations wrap via (k, t) mod T. Substrate #9.
BettiCycle	Topological cycle (β₀, β₁, β₂) used as fingerprint of manifold connectivity.
SolitonTensor	Nonlinear persistent wave on the manifold with conserved identity (Sine-Gordon energy). Substrate #7.
TorsionalPIST	Quaternion-valued PIST extension: (q₁, q₂, q₃) ∈ ℚ³ with quaternion geodesic distance. Substrate #8.
GWLThroat	Multi-factor GWL threshold traversal: holonomy bounded, Φ_topo >> Φ_metric. Substrate #24.

Compression

Term	Definition
GCCL	Geometric-Coded Compression Language — the unified compression theory spanning all substrates.
GCLang	Executable notation / compiler substrate for GCL.
GCCL-Rep	GCCL representation format — the serialized interchange format.
MISC	Manifold-Invariant Shell Compression — compression via shell coordinate encoding on the manifold.
GENSIS	Genetic-Natured N-Space universal encoding substrate — MISC extended with every known biological/genetic coding system generalized to N-dimensional hypercubic shells.
DeltaGCL	Differential GCL — compact representation of differences (deltas) between successive manifold states. Substrate #19.
PTOS	Photonic Topological Optical Storage — photon-pulse-based read/write of crystal substrate topology.
KOT	Kinetic Optical Transform — the optical pulse modulation mechanism for substrate state update.
VLE	Variable-Length Encoding — adaptive symbol encoding based on frequency/basin statistics.
ΔφγKλ	Delta-phase-gamma-kappa-lambda — the complete differential encoding across phase (φ), gamma (γ), curvature (κ), and wavelength (λ).

Biology / Neural

Term	Definition
SpikingNeuron	Izhikevich model: (v, u, I) with membrane potential dynamics dv/dt, du/dt. Substrate #20.
STDP	Spike-Timing-Dependent Plasticity: Δw = A·exp(-Δt/τ). Weight update depends on relative spike timing. Substrate #21.
GeneticCode	Codon → amino acid mapping with Hamming distance d_H = Σ[b_i ≠ b_j]. Includes 30+ variant tables. Substrate #16.
CodonOptimization	Codon reassignment driven by CAI (Codon Adaptation Index): CAI = Π(w_i)^(1/L). Substrate #18.
DNAmethylation	Epigenetic mark — methyl group addition to cytosine, altering expression without changing sequence.
HistoneMod	Histone tail modification (acetylation, methylation, phosphorylation) — encodes regulatory state on chromatin.
Prion	Misfolded protein acting as conformational template — a physical instantiation of the Reverse-Sisyphus structural-memory principle.
Neural Type Eigenvector Coverage	Coverage-driven morphology/evidence graph where broad neuron-type features become a principal vector used to rank biological analogues by measured efficiency gain, provenance, and residual risk.
Locally Adaptive Contact Materials	Cooperative anisotropic layered flip-tile material/control patches held near a bounded critical phase boundary so local charge/field inputs can alter stiffness, adhesion, damping, friction, texture, or shape while preserving contact authority.
Fractal Extendable Hair Field	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.
Recovered Session Material Concepts	Material-primitives bundle mined from a recovered local chat: MXene nanoscrolls, resonant SLS tubules, conductive valence matrices, magnetic labyrinths, magnetoelectric laminate capsules, piezo receipts, ferrite/carbon doping, and SDR void hashes.
Structural eFuse Surface	Passive load-bearing geometry/material state that trips a measurable signal under unsafe strain, misalignment, flux imbalance, conductivity jump, or RF-signature drift.
Genome18	18-bit genome address space: 6 bins × 3 bits per bin.
r_vs_SAE	Pearson correlation between codon bias and SAE neural feature alignment — a project-specific manifold-capacity proxy.

Thermodynamics

Term	Definition
Trixal	Multi-axis thermodynamic quality state: (thermal, work, irrev) with `
HomeostaticGovernor	Control dynamics: stress = α·surprise + β·regret, pressure evolution p_{t+1} = γ·p_t + s_t. Fixed-point condition: `
DynamicCanal	Adaptive canal that deforms under pressure: λ(p, pressure) with width ≥ 0. Substrate #27.
Landauer	Landauer's principle: minimum energy kT·ln2 per bit erasure. Grounds AngrySphinx thermodynamic asymmetry.
HyperFlow	Navier-Stokes on the manifold: ∂F/∂t = ν∇²F - (F·∇)F + ∇p. Fixed-point convergence with bounded pressure. Substrate #10.
F-Number COUCH	Finite COUCH route-pressure proxy: F_COUCH(κ) = avg_curvature_milli(κ) + max_curvature_milli(κ) + FAMM_frustration_milli; current high-F threshold 18500.
U-Rotated COUCH Value	Finite COUCH projection along curvature and coupling: U_rot(κ) = C_avg_milli(κ) + κ_milli * U_norm_milli(κ) / 1000.
Y-Axis O-Step COUCH Container	Finite COUCH packet {O_steps, U_value, R_value} where U_value = U_rot(κ) and R_value = 1000 is constant.
Route-Pressure COUCH Gate	Operational COUCH pressure P_COUCH(κ) = F_COUCH(κ) + U_rot(κ) - R_value, mapped to local, atlas, or reject routing actions.
LNMF / Loch-Nessie-Monster Filter	Hidden-basin routing filter: Loch(L) = internal/(1+leakage) * A_L; nE_i(L) = A_{L,i} * rho_{L,i} * Scar_i(L); `M(L) =
Monster Filter Assignment	Assignment layer over LNMF outputs: Tree Fiddy/BHOCS owns archive commit monsters, Loc Nes owns hidden recurrence witnesses, and quarantine remains explicit.
English Word Bonding Equations	Speculative-materials bridge where words such as CAGE, BRIDGE, CHAIN, SCAR, SALT, and RING name finite bonding/routing operators. Mnemonic only; not a chemistry claim.
Reactive Semantic Perturbation / Fluorinated Semantics	Discovery method that permits highly reactive or absurd semantic inputs, then admits only outputs that survive typed gates, receipts, failure modes, and quarantine.
TSM	Thermal State Machine — Builder (ADD), Judge (PAUSE), Warden (SUBTRACT) clock triad.
Reverse-Sisyphus	Property: dC/dt = f(W, C) AND E[W(t+Δ)] < E[W(t)] — work persistently reduces future work on the same pattern class.
CognitiveLoad	5-component load model: (L_I, L_E, L_G, L_R, L_M) with efficiency η = Î/(total+ε). Substrate #14.

Security

Term	Definition
AngrySphinx	Lattice-based PQC primitive. Exponential energy asymmetry: E_attack = n ⟹ E_solve ≥ 2^n. NaN boundary at F → 0. Substrate #3.
FAMM	Frustration-Aware Manifold Mesh — frustration-aligned memory policy that stores failed/partial/successful routes as basin/scar signals. Substrate #6.
FrustrationTensor	Triadic frustration tensor (i, j, k) storing route constraint violation as geometric torsion.
NaNBoundary	The limit surface where AngrySphinx frustration metric F → 0, returning undefined — a deliberate defense mechanism.
PodAccumulator	Distributed attestation accumulator that collects and verifies PIST witness signatures across swarm pods.
Waveprobe	Hysteretic mode-switch security sensor: risk = (1+γ·(1-cosθ))/d² + η·h with barriers B_lock > B_warn > B_recover. Substrate #30.
stark_trace	STARK-based validation trace used by the Warden to verify GCL program execution integrity.
nanokernel_isolation	Theorem: different capabilities map to different physical addresses — non-interference guarantee for MORE FAMM.

Semantics

Term	Definition
CrossDimensionalFilter	Semantic filter operating across dimensions via 12 primal primes. reductionFilter and expansionFilter preserve prime overlap. Substrate #4.
SemanticPrime	One of 12 irreducible semantic dimensions: Identity, Agent, Object, Action, State, Relation, Good, Bad, Want, Know, Place, Time.
reductionFilter	Compresses state to scalar Q0.64 via prime-space projection.
expansionFilter	Reconstructs state from Q0.64 scalar via prime-space interpolation.
PrimeOverlap	The invariant: shared semantic primes must remain non-empty across filtering operations.
Identity / Agent / Object / Action / State / Relation / Good / Bad / Want / Know / Place / Time	The 12 semantic primes — atomic dimensions of the CrossDimensionalFilter.

Meta

Term	Definition
Metatype	The trajectory quality invariant — a formal classification of agent trajectory behavior patterns.
UMUP-λ	Universal Manifold Update Protocol — the λ-parameterized update rule across all manifolds.
IRP	Invariant Receipt Protocol — auditable proof that a transition preserved the declared invariant.
InvariantReceipt	A signed cryptographic receipt proving a specific invariant was preserved through a state transition.
SettlementState	Ladder: SEED → FORMING → STABLE → CRYSTALLIZED → COMPRESSED. Encodes the maturity of a claim, module, or route.
PromotionLadder	Evidence ladder: BEAUTIFUL_PROVISIONAL → CALIBRATED_ENGINEERING_DELTA → REVIEWED → VERIFIED. Each step requires non-LLM evidence.
BLS	BLS signature scheme — aggregate signatures for swarm consensus attestation.
Sigma	Statistical surprise measure (5σ / 6σ / 6.5σ). Applies ONLY to statistical claims, not formal proofs.
FNWH	Formal Non-Wave Harmonic — the underlying harmonic framework for Burgers/Braiding proofs.

Infrastructure

Term	Definition
ENE	Endless Node Edges — distributed, self-replicating credential and node management system with gossip protocol and 2/3 consensus for credential rotation.
OTOM	Ordered Transformation & Orchestration Model — the unifying label for all Research Stack work.
NII	Native Integer ISA — the executable control layer (Semantics.ISA).
SVQF	Spherical Quaternion Vector Field — spherical quaternion geometry for field representation.
PIST	(also listed under Geometry) — serves dual role as witness surface and shell addressing infrastructure.
Substrate	A mathematical layer with: state space, metric, transition, invariant, guard.
FPGA_Warden	FPGA-based Warden node executing stark_trace validation on burned DAG-LUTs.
ASICTopology	Capability-vector topology over ASIC nodes, geodesic distance admissibility check. Substrate #34.
CacheSieve	5×2-bit symbol classifier (PASS/HOLD/REJECT) with sieve invariant. Substrate #36.
DAG-LUT	Burned-in Look-Up Table representing banned/immutable coordinate history. Append-only.
MORE_FAMM	Capability-based memory isolation via BRAM segments. Foundation of the safety architecture.
RcloneIntegration	Formalized TopologicalStorageArea structure — Google Drive as persistent ENE surface.
SubstrateState	Component of VMState — the topological RAM substrate within the virtual machine.

The 36 USTSM Substrates

From docs/roadmaps/UNIVERSAL_SUBSTRATE_ROADMAP.md §1:

#	Substrate	Invariant
1	PIST/DIAT Shell	mass conservation
2	GWL Rotational	dE/dt ≤ 0
3	AngrySphinx	E_solve ≥ 2^n
4	CrossDimensionalFilter	semantic prime preservation
5	SSMS_nD	self-similarity invariant
6	FAMM Frustration	frustration monotonic
7	SolitonTensor	soliton identity
8	TorsionalPIST	quaternion norm
9	HybridTSMPISTTorus	positive mass only
10	HyperFlow	fixed point convergence
11	Q16_16 FixedPoint	totality (no NaN)
12	Q0_64 0D Scalar	stay in [0,1)
13	Trixal Thermodynamic	irrev < threshold
14	Cognitive Load	efficiency ≥ 0
15	Homeostatic Governor	pressure bounded
16	Genetic Code	codon validity
17	Genomic Compression	field invariant
18	Codon Optimization	CAI monotonic
19	Delta GCL	delta(m,m) = empty
20	Spiking Neuron	v < 30 mV until fire
21	STDP Synaptic	bounds conserved
22	Manifold Networking	curvature bounded
23	Quantum Geometry	observational fit
24	GWL Throat	holonomy bounded
25	Braid Field	mergeDebt ≤ threshold
26	Adaptation	isLawful, params in range
27	DynamicCanal	width ≥ 0
28	CompressionMechanics	order contracts
29	PIST Bridge	O(1) per step
30	Waveprobe	B_lock > B_warn > B_recover
31	MasterEquation	probability sum = 1
32	CompressionControl	canonicalized
33	CompressionEvidence	energy decomposes
34	ASICTopology	operation admissible
35	BracketedCalculus	g_l + g_u = u − l
36	CacheSieve	sieve invariant