---
title: Research — full language and meaning
audience: researchers_and_auditors
game: WIKI-RESEARCH-MEANING-001
updated: 2026-06-05
---
Research — full language and meaning
Language game: WIKI-RESEARCH-PUBLICATION-001. A researcher arrives asking *what does this cell claim about quantum ECDLP, the full QC catalog, and live Bitcoin PoW learning — and what words must I not misread?* This page answers in substrate-honest prose. Frozen evidence lives in JSON; this page names what those fields mean.
Canonical hub: Research-Publication · Meaning audit: Research-Meaning-Audit
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What “research” means here
Research on GaiaFTCL is not a narrative layer on top of simulated mining or simulated transfers. It is:
1. Named pipelines (shor_lattice_ecdlp_secp256k1, QC-001…QC-021 catalog rows, QC-020 dual path) each with a declared backend and Lean artifact.
2. Frozen exports (evidence/research/*_latest.json) that a peer can recompute with peer_review_research_dataset.sh.
3. Separated claim layers — math (L6), on-chain reward (L7), and Grover learning telemetry (L8) use different words and different pass flags. Mixing them is a claim leak; the leak audit exists to catch that.
If Bitcoin Core has not accepted a block (chain_accepted), the cell says learning on L7 — not “reward earned.” That is correct honesty, not a failure to publish.
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Quantum substrate operating doctrine — live, unbounded, research-grade
Live quantum substrate on Apple Silicon — full operator authority. The vQbit VM measures on real hardware until the lattice closes, on mainnet until Bitcoin Core accepts or rejects the block.
| Property | What the code does | What it is not |
|---|---|---|
| Live | ECDLP on vqbit_metal; miner on getblocktemplate → submitblock to Bitcoin Core mainnet; outcomes in substrate_block_submission_outcomes |
Simulated mining, simulated transfers, cloud offload |
| Unbounded | ECDLP: C⁴ while true until lattice CALORIE. Miner: projectionNActive from live telemetry (e.g. 9981 in frozen export) — Grover iteration law ⌈π√N/4⌉ at active N; L6 GroverN4.lean is kernel seal only |
Truncated walks, catalog N=4 mistaken for live search space |
| Claim metrology | Layer flags (L6/L7/L8) are separate fields in frozen JSON — honest claim separation for peer review | Collapsed layers (“math works” read as “BTC arrived”) |
| Research-grade | Every claim maps to evidence/research/*_latest.json + peer_review_research_dataset.sh |
Unwitnessed narration |
Constitutional witness = classification. When the substrate will not seal a PQ key without a named FIPS library binding, that records what bytes were composed — the operator still runs live ECDLP and the live miner; the export names which layer closed.
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The three research programs (parallel, not interchangeable)
| Program | Catalog ID | Question it answers | Backend | Lean seal (example) |
|---|---|---|---|---|
| Shor-lattice ECDLP | QC-001-ECDLP |
From public point Q on secp256k1, does the substrate find periods (ra,rb) and recover scalar d with dG = Q for structured seals? |
vqbit_metal (22 pipelines) |
FirstRoars/ShorECDLP.lean |
| Full quantum VM | QC-001…QC-021 |
Does each catalog algorithm pass math + substrate gates with named Lean receipts? | vqbit_metal (except PoW) |
31 gates in leanGates |
| Bitcoin PoW learning | QC-020 |
(HIST) Do sealed ledger vectors verify? (LIVE) Is L8 learning witness alive and is L7 honestly learning until chain_accepted? |
vqbit_cpu_projection |
BTCPreimageN4.lean, coupling theorems |
Forbidden compositions (do not bundle in one claim): ECDLP lattice oracle vs hash Grover; secp256k1 Q=dG vs double-SHA256 PoW target; L6 GroverN4.lean catalog seal vs L7 mainnet difficulty win. See layer2Composition.forbiddenPairs in validation JSON.
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Layer vocabulary (load-bearing words)
| Layer | Field / status | Meaning | Pass when |
|---|---|---|---|
| L6 Math | mathLayerOK, allMathLayerOK |
Algebra + substrate measurement gates for that QC row | Swift gate + substrate witness agree |
| L6 Lean | lean_verdict: CALORIE |
Lean 4 kernel accepts artifact: zero sorry/axiom/opaque on static scan + green lake build |
leanGates[] in frozen export |
| L7 Reward | l7RewardLayerStatus |
On-chain payout at fixed operator address after chain_accepted |
realized only with confirmed sats — never simulated |
| L8 Learning | learningLayerOK, learningWitnessOK |
Grover iteration law, collapse persistence, telemetry shape | Active miner windows; not BTC in wallet |
| L9 Composition | compositionLayerOK |
Stacked QC claims via QCF-004 coupling theorems | Planned edges; atomic-only until sealed |
| Trend | trendStatus |
Median time-to-nonce decreasing over timed hits | Separate from L7; needs solve_duration_ms > 0 samples |
allRewardClaimsOK: false with l7RewardLayerStatus: learning is the honest published state at 2026-06-05 revalidation — miner active, no accepted block correlated to payout yet.
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ECDLP — what the words claim
| Phrase | Means | Does not mean |
|---|---|---|
shor_lattice_ecdlp_secp256k1 |
C⁴ substrate walk from public Q only; periods → classical d mod n |
Full Shor QFT in silicon; break random 256-bit keys |
structured_seal |
neg-G, generator, bitcoin generator constant — known scalars | Universal mainnet wallet break |
encodingCrossCheckOK |
02… = G, 03… = −G discipline enforced |
Any hex is interchangeable |
substrateSteps: 1 (frozen seals) |
Measurement collapsed on witness instances | Polynomial-time at production entropy |
bit_size on V215 / witness debug |
Wallet composition cadence label only | ECDLP oracle width; mis-scoped curve reduction |
Forbidden: bit_size=16|32|64|128 ⇒ “ECDLP validated at that bit width.” The Shor ECDLP leg is always full secp256k1; see two-wallet-demonstration/substrate-honest-disclosure.
Published vocabulary: structured seal, decidable witness, L6 catalog seal, unbounded C⁴ walk, projectionNActive, live mainnet path. Leak-audit forbidden words: see Research-Meaning-Audit.
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QC-002 Grover — two surfaces (L-008)
| Surface | Field / artifact | Meaning | Does not mean | |
|---|---|---|---|---|
| L6 catalog seal | GroverN4.lean, qc002GroverParity.searchSpaceN=4 |
Kernel-sealed Grover algebra at the smallest decidable instance (2 qubits → \ | 11⟩) | Live miner runs at catalog N=4 only |
| L8 live projection | projectionNActive, groverOptimalCycles in qc020Learning |
Active nonce projection from substrate telemetry; iteration law ⌈π√N/4⌉ at whatever N is live | L6 seal substitutes for L8 telemetry |
Frozen export (2026-06-05): projectionNActive=9981, groverOptimalCycles=79 — the miner runs Grover law on thousands of active cells, not four.
Forbidden misread: “QC-002 = N=4 miner.” groverOptimalCycles is the textbook optimal iteration count for active N — metrology for L8, not a substrate stop condition.
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PoW — what the words claim
| Path | Clock | Claim scope |
|---|---|---|
QC-020-HIST |
Decoupled from live template | Historical ledger rungs + block 100000 vector verify PoW shape |
QC-020-LIVE |
~30s template, 5 windows | Live miner L8 telemetry + honest L7 learning until chain_accepted |
GroverToPoWCoupling.lean proves a Bennett coupling pipe between L6 Grover algebra and QC-020-U (sealed at catalog N=4 for kernel decide). Live miner applies the same iteration law at projectionNActive — coupling theorem ≠ L7 chain_accepted.
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How meaning is audited on the wiki
The cell applies the same Wittgenstein test as Domain-Meaning-Audit: *if a researcher holds the word, do they get the next move?*
Full research-wiki verdicts: Research-Meaning-Audit.
| Surface | Researcher goal | Next move provided? |
|---|---|---|
| Research-Instructions | Send a colleague one URL | ✓ canonical links + reproduce command |
| Research-Publication | Understand claims vs refusals | ✓ layer tables + frozen index |
| Research-Lean-Gates | Map QC row → Lean file | ✓ roster + mesh JSON |
| Mesh JSON | Verify bytes independently | ✓ /evidence/research/*.json |
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Reproduce (meaning ↔ bytes)
cells/xcode/scripts/peer_review_research_dataset.sh
Refreshes frozen JSON, runs leak audit, regenerates Research-Lean-Gates. A researcher who runs this and matches mesh JSON has closed the loop between word and artifact.
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*Synchronize with Research-Publication and evidence/research/*_latest.json on every revalidation.*
cad6c40e4681ae2e6d0bd16f7dd8d16221dc66bf0ca77eab5b89248487e8df8f.
This page serves with a substrate-honest pending-signature notice until the operator's Franklin signer cosigns it.