GMIIE Engine — Intelligence System

Intelligence Dashboard

NIG Composite · 5 Rings · Live System Status · —

NIG — Normalized Intelligence Grade

+28

MILD POSITIVE · Constructive but not risk-on

NIG = tanh(α₁×STRUCT + α₂×LANG + α₃×DEPLOY − α₄×FRAG + α₅×FRACT) × 100. Current reading driven by DEPLOY +0.71 (on-chain institutional flows accelerating) and STRUCT +0.44 (yield curve steepening). Offset by FRAG −0.38 (CRE exposure and private credit stress). Last retrained: April 2026.

RISK-OFF ←→ RISK-ON

-1000+100

α₁ STRUCT+0.44 × 0.28

α₂ LANG+0.31 × 0.14

α₃ DEPLOY+0.71 × 0.24

α₄ FRAG−0.38 × 0.22

α₅ FRACT+0.22 × 0.12

R1 · STRUCTURAL SIGNALS · 6 MODULES62

Structural Signals

YIELD CURVE · CURRENT ACCOUNT · MONETARY BASE · REER

2s10s Spread−18bp (inverted)

US Current Account−3.1% GDP

YCSI Score1.84 (Watch)

DXY Trend↓ Weakening

R2 · LANGUAGE DRIFT · 5 MODULES58

Language Drift

CENTRAL BANK NLP · REGULATORY TEXT · G20 COMMUNIQUÉS

Fed Hawkish Drift↓ Softening

BoJ Hawkish Drift↑ Accelerating

Policy Surprise Index0.42 (Moderate)

Uncertainty Lexicon+18% vs 12M avg

R3 · DEPLOYMENT TRACKING · 6 MODULES71

Deployment Tracking

ON-CHAIN FLOWS · CBDC ADOPTION · RWA TOKENIZATION

Inst. TVL 30-Day Change+34% (Accelerating)

CBDC CATS Score218/300 (Strong)

RWA Tokenized AUM$2.5B+ BUIDL

US RegClarity Factor1.25 (GENIUS Act)

R4 · FRAGILITY MAPPING · 5 MODULES44

Fragility Mapping

CRE EXPOSURE · PRIVATE CREDIT · BANK INTERCONNECT

SFI — Top 30 Banks1.61 (Watch Zone)

CRE Maturity 2026-27$1.5T Refinancing

PCSG — Private Credit0.38 (Elevated)

Basel IV Readiness11/42 Behind

R5 · FRACTURE DETECTION · 5 MODULES55

Fracture Detection

CORRELATION BREAKS · REGIME CLUSTERING · ORDER FLOW

Yen Carry CFS2.1σ divergence

Dollar/Gold CorrelationBreaking down (1.4σ)

GCS Score0.79 (Elevated)

Regime Distance1.8 (Watch)

Active Alerts

3 Critical · 4 Warning · 6 Informational · Updated every 4 hours

⚠

R5 FRACTURE: Yen Carry Trade Correlation Break — 2.1σ

USD/JPY diverging from historical equity correlation by 2.1 standard deviations. $4T+ carry positions at risk of unwind if BoJ hikes to 0.75% in July as signaled. Cross-asset contagion probability: HIGH.

Updated: 14:00 UTC · Signal 81/100 · R5 FRACT

⚠

R4 FRAGILITY: CRE Maturity Wall — $1.5T Refinancing Pressure

Commercial real estate office maturities hitting 2026-2027 cycle. Sub-$100B banks with SFI above 1.6 are flagged. FDIC DIF Special Assessment #2 expected. 2-4 bank failures modeled by Q1 2027.

Updated: 12:00 UTC · Signal 79/100 · R4 FRAG

⚠

R1 STRUCT: Gulf SWF $48B Treasury Rotation — Structural Not Tactical

Saudi Arabia and UAE sovereign wealth funds reducing US Treasury exposure. Mahalanobis distance from historical reserve allocation cluster: 2.4 (fracture threshold: 1.5). SCFI = −0.72. This is generational.

Updated: 10:00 UTC · Signal 87/100 · R1 STRUCT

◆

R4 FRAGILITY: Private Credit PCSG = 0.38 (Elevated)

BDC NAV discounts widening. PIK toggle elections increasing at mid-market portfolio companies. Covenant waiver frequency at 2024 peak levels. Watch: base rate coverage ratio deterioration at leveraged credits.

Updated: 08:00 UTC · R4 FRAG

◆

R2 LANG: BoJ Language Drift +34% Hawkish — 6-Month Peak

Deputy Governor Himino's language shift detected: "broadening wage-price dynamics" is a 98th percentile hawkish signal in the BoJ corpus. Policy Surprise Index: 0.42. July hike probability: 64%.

Updated: 06:00 UTC · R2 LANG

◆

R5 FRACT: Dollar/Gold Correlation Breaking — 1.4σ Divergence

Historical negative correlation between DXY and gold is weakening. Both declining simultaneously. Suggests third-factor driving both: central bank reserve diversification. GCS: +0.38 (no decay, structural).

Updated: 04:00 UTC · R5 FRACT

◉

R3 DEPLOY: GENIUS Act RegClarity Factor Updated to 1.25

US jurisdiction RegClarity upgraded from 0.75 → 1.25 following GENIUS Act enactment. ODV formula update applied. Expected effect: +12-18% on-chain institutional deployment velocity over next 90 days.

Updated: 02:00 UTC · R3 DEPLOY

Global Event Timeline

Chronological event log · All rings · May 28, 2026

MAY 28
14:20 UTC

BoJ Deputy Governor Himino signals July hike — "wage-price dynamics broadening"

Language Drift Ring fires at 98th percentile hawkish reading. R2 score update: +4 points. USD/JPY carry correlation fracture begins triggering R5 alert.

R2 LANGR5 FRACT

Signal 81

MAY 28
12:00 UTC

GENIUS Act enacted — US RegClarity factor upgraded from 0.75 to 1.25

Deployment Tracking Ring ODV formula parameter updated. Circle USDC and JPMorgan stablecoin now in regulatory green zone. Tether USDT modeling begins de facto exclusion scenario.

R3 DEPLOY

Signal 91

MAY 27
16:00 UTC

ECB June 5 meeting — Lagarde statement: "tariff pass-through material uncertainty"

Language Drift Ring: ECB uncertainty lexicon +22% vs 12M average. Policy Surprise Index: 0.38. Market now pricing 55% June cut probability, down from 72% three weeks ago.

R2 LANGR1 STRUCT

Signal 68

MAY 26
08:00 UTC

SWF Capital Flow Alert: Gulf SWF $48B Treasury rotation confirmed — Q1 2026 TIC data

BIS locational banking statistics + IMF COFER update confirms structural reallocation. SCFI updated to −0.72. Mahalanobis distance from historical reserve allocation: 2.4σ. R1 STRUCT alert fired.

R1 STRUCT

Signal 87

MAY 25
20:00 UTC

Correlation Fracture: Dollar/Gold 1.4σ divergence from 36-month average

CFS model fires: |ρ_current − ρ_36M| = 0.41, against σ_ρ = 0.29. Third-factor hypothesis: central bank reserve diversification driving both USD weakness and gold strength simultaneously.

R5 FRACT

Signal 76

MAY 24
14:00 UTC

BlackRock BUIDL $2.5B AUM milestone — Deployment Ring update

Tokenized treasury AUM crosses $2.5B. ODV formula: TVLinst 30-day change +34%. R3 DEPLOY ring score upgraded to 71. Fidelity and Franklin Templeton competing products confirmed for Q3 2026.

R3 DEPLOY

Signal 83

Intelligence Briefs

Top signals ranked by NIG impact · May 28, 2026

R5 FRACTURE · JAPAN · RATES

BoJ Hiking — $4 Trillion Yen Carry Trade Is Unwinding

The Bank of Japan's language shift to "broadening wage-price dynamics" represents the most consequential central bank signal in the current cycle. $4T+ in yen-funded carry positions globally are exposed if the July hike materializes. The correlation fracture between USD/JPY and equity markets is already firing at 2.1σ. This is the most underpriced cross-asset risk on earth right now.

Signal 81/100 · Critical · R5 + R2

R3 DEPLOYMENT · US · REGULATORY

GENIUS Act: Stablecoin Framework Live — RegClarity 0.75→1.25

The first US federal stablecoin law is enacted. ODV formula updated: US RegClarity factor jumps from 0.75 to 1.25. Expected effect: institutional on-chain deployment velocity +12-18% over 90 days. Winners: JPMorgan, Circle, BNY Mellon. Losers: Tether (offshore structure conflicts with reserve requirements), DeFi front-ends serving US persons.

Signal 91/100 · Critical · R3

R1 STRUCTURAL · GULF · CAPITAL FLOWS

Gulf SWF $48B Treasury Rotation — SCFI = −0.72

Structural, not tactical. The Mahalanobis distance from historical reserve allocation cluster: 2.4σ (fracture threshold: 1.5). Saudi Arabia and UAE SWFs moving to yuan-denominated bonds and JGBs. The SCFI formula returns −0.72 (risk reduction direction). Watch 10Y US Treasury yields for the feedback loop — this adds structural supply pressure at a time of record US fiscal deficits.

Signal 87/100 · Critical · R1

R4 FRAGILITY · US BANKING · CRE

CRE Maturity Wall — SFI > 1.6 at Exposed Banks. Failures by Q1 2027.

The $1.5T commercial real estate refinancing cycle (2025-2027) is hitting. Office maturities are the pressure point. Sub-$100B banks with CRE exposure above 25% of total assets are flagged (SFI above 1.6 = Watch). FDIC DIF Special Assessment #2 expected when 2-4 failures materialize. Mortgage rates tick 15-25bps on the assessment — the feedback loop hits retail borrowers.

Signal 79/100 · High · R4

R3 DEPLOYMENT · COMMODITIES · AI

Copper $10,200/t — AI Data Center Buildout Is the Real Demand Driver

Copper demand is not construction or EVs right now — it's AI data center buildout and grid electrification. The ODV ring R3 is tracking this as an on-chain infrastructure deployment signal. $12,000/t is the 18-month target in the NIG scenario model. At that level, US electric bills rise 7-11% nationally. TX, VA, AZ feel it first. This is a slow-burn consumer inflation story that hasn't hit headlines yet.

Signal 82/100 · Critical · R3 + R1

Oracle — Prediction Engine

Global predictions with cascading consequence chains · Community consensus · PCS: 0.71

GLOBAL · MONETARYResolves on trigger event

Federal Reserve first cut before Bitcoin reaches $120K?

Fed First 54%BTC First 46%

3,241 predictions · NIG impact: HIGH

If Fed cuts first: Dollar weakens, EM capital inflows improve, gold extends gains, BTC follows liquidity. If BTC first: risk-on forces Fed's hand — September cut becomes 85% priced. Both paths ultimately dovish. The Coin was used once on this question: it landed Fed first.

ASIA · JAPAN · CRITICALResolves Dec 31, 2026

Bank of Japan hikes to 0.75% before end of 2026?

Yes 64%No 36%

1,892 predictions · NIG impact: CRITICAL (R5 trigger)

If Yes (64%): Yen carry unwind accelerates. $4T+ positions reprice. Cross-asset volatility spike. Gold and Treasuries bid. R5 FRACT ring fires at CRITICAL level. If No (36%): JPY/USD toward 160, BoJ credibility under pressure, further intervention risk.

GLOBAL · GEOPOLITICSResolves Q4 2027

Dollar share of global reserves below 56% before end 2027?

Yes 44%No 56%

2,441 predictions · NIG impact: HIGH (R1 STRUCT)

If Yes: Global commodity pricing diversifies from USD. US Treasury financing costs structurally higher. Walmart import costs +2-4%. If No: BRICS+ rail remains niche — dollar hegemony holds another decade.

GLOBAL · DIGITAL ASSETSResolves Dec 31, 2026

Tokenized RWA market exceeds $50B total AUM by end of 2026?

Yes 58%No 42%

1,640 predictions · NIG impact: HIGH (R3 DEPLOY)

If Yes (58%): On-chain treasury settlement viable for tier-2 banks. T+2 rails pressured. DTCC faces structural disintermediation in specific corridors. R3 ring score rises to 80+. If No: headline AUM masks 3-4 product concentration — institutional adoption overstated.

EM · GLOBALResolves Q4 2026

India overtakes Germany as 3rd largest economy by GDP before 2027?

Yes 71%No 29%

2,104 predictions · NIG impact: MODERATE (R1 STRUCT)

If Yes (71%): MSCI India weight increases 2-3%. $25-40B passive inflows from EM funds. INR structurally stronger. Manufacturing FDI from G7 accelerates. If No: German recession deeper than expected — timeline shifts to 2028.

R1 — Structural Signals Ring

6 modules · Score: 62/100 · Watch Zone · Primary input: F-02 YCSI, F-07 SCFI

Analyzes the underlying macroeconomic architecture — fiscal positions, monetary base dynamics, yield curve geometry, and sovereign credit topology. The slow-moving tectonic layer. Score 62 = Watch Zone: structural stress visible but not fracturing. Primary concern: yield curve inversion (-18bp on 2s10s) and sovereign capital flow rotation (SCFI = −0.72).

M-01 · YIELD CURVE MONITOR

2s10s: −18bp (inverted) · 3M10Y: −42bp · Term Premium: 0.18%

YCSI = 1.84 → WATCH (threshold: 1.4)

M-02 · SOVEREIGN CREDIT SPREADS

US 5Y CDS: 42bp · Italy: 142bp · Turkey: 380bp

Within historical norms · No CRITICAL signal

M-03 · CURRENT ACCOUNT TRACKER

US: −3.1% GDP · Germany: +5.2% · China: +1.8%

US deficit widening — dollar structural headwind

M-07 · RESERVE COMPOSITION (SCFI)

Dollar share: 58.4% (↓ from 60.2% · 12M ago)

SCFI = −0.72 · Gulf SWF rotation confirmed

R2 — Language Drift Ring

5 modules · Score: 58/100 · Moderate Hawkish · Primary input: F-03 LDS, F-08 PSI

Semantic analysis of central bank communications across 8 major institutions. Tracks vocabulary frequency shifts — language changes before policy does. Current: BoJ language at 98th percentile hawkish. Fed language softening. ECB uncertainty lexicon rising (+22%). PSI = 0.42 (moderate surprise risk).

M-07 · FED NLP PARSER

Hawkish drift: ↓ −8% vs 12M avg · Dovish: ↑ +14%

LDS = −0.28 (softening) · September cut signal

M-07 · BOJ NLP PARSER

Hawkish drift: ↑ +34% vs 12M avg · 98th percentile

LDS = +0.71 (accelerating) · July hike signaled

M-08 · REGULATORY TEXT ANALYZER

GENIUS Act text: 94% constructive · MiCA enforcement: 72% prescriptive

US regulatory tone: most constructive since 2020

M-11 · POLICY SURPRISE TRACKER

PSI = 0.42 · Market-implied vs delivered: 68% accuracy YTD

Moderate surprise risk — ECB June 5 is key event

R3 — Deployment Tracking Ring

6 modules · Score: 71/100 · Positive · Primary input: F-04 ODV, F-09 CATS

Monitors on-chain institutional deployment: tokenized asset flows, CBDC test transactions, smart contract deployment velocity, stablecoin circulation, and cross-chain settlement patterns. Score 71 = most positive ring in the model. Driven by GENIUS Act RegClarity upgrade and BUIDL $2.5B milestone.

M-12 · ON-CHAIN INST. FLOW MONITOR

Institutional TVL 30D: +34% · ODV = 0.71 × RegClarity 1.25

Strong. GENIUS Act expected to accelerate further.

M-13 · RWA TOKENIZATION TRACKER

BUIDL: $2.5B+ · Total RWA AUM: ~$15B · Target: $50B by EOY

58% probability target reached · Oracle consensus

M-14 · CBDC ADOPTION ENGINE (CATS)

134 jurisdictions · Live: 11 · Pilot: 36 · CATS = 218/300

Strong global momentum. ISO 20022 interop is bottleneck.

M-15 · STABLECOIN SUPPLY MONITOR

USDT: $118B · USDC: $43B (↑12% post-GENIUS) · Total: $163B

Tether offshore risk increasing under new framework

R4 — Fragility Mapping Ring

5 modules · Score: 44/100 · Elevated Risk · Primary input: F-05 SFI, F-10 PCSG

Systemic risk topology. Score 44 = most stressed ring in the model. Three simultaneous pressure points: CRE maturity wall ($1.5T), private credit stress (PCSG 0.38), and Basel IV readiness gaps (11/42 jurisdictions behind). This ring is the primary drag on the NIG composite.

M-19 · CRE MATURITY WALL TRACKER

$1.5T refinancing 2025-2027 · Office occupancy: 61% national avg

SFI > 1.6 at 7 sub-$100B banks · FDIC watch list

M-20 · PRIVATE CREDIT STRESS (PCSG)

PCSG = 0.38 (Elevated) · BDC NAV discounts: avg −14%

PIK toggle elections at 2024 peak · covenant waivers rising

M-22 · BASEL IV READINESS MONITOR

11/42 jurisdictions unprepared · Output floor: 72.5%

European banks disproportionately affected · Jan 2027 deadline

M-18 · BANKING INTERCONNECT MAP

Concentration score: 0.62 · Top 5 banks: 48% of system assets

Within historical norms but above 2019 baseline

R5 — Fracture Detection Ring

5 modules · Score: 55/100 · Watch Zone · Primary input: F-06 CFS, F-11 GCS

Early warning system for breaks in historical correlation regimes. Two active fractures detected: (1) USD/JPY carry correlation break at 2.1σ — the highest reading in 3 years. (2) Dollar/Gold correlation breakdown at 1.4σ. GCS = 0.79 from active geopolitical events. Score 55 = elevated watch, approaching critical threshold at 45.

M-23 · CORRELATION FRACTURE (CFS)

USD/JPY vs Equity: CFS = 2.1σ (ALERT) · Dollar/Gold: 1.4σ (Watch)

Yen carry fracture is highest reading since 2021

M-24 · REGIME CLUSTER ANALYZER

Current regime: "Late Cycle Transition" · Mahalanobis dist: 1.8

Between "Late Expansion" and "Early Contraction" clusters

M-25 · GEOPOLITICAL CONTAGION (GCS)

GCS = 0.79 · Active: Houthi +0.41 · Gulf SWF +0.38 (no decay)

GCS decay rate λ = 0.08/day applied to Houthi component

M-26 · ORDER FLOW ANOMALY

Anomaly score: 0.44 · Gold buying: above-normal central bank flows

Consistent with SCFI rotation signal from R1 STRUCT

27 Active Modules

System status · Update cycle: 4 hours · Last run: —

Module ID	Name	Ring	Last Value	Status
M-01	Yield Curve Monitor	R1 STRUCT	YCSI = 1.84	WATCH
M-02	Sovereign Credit Spreads	R1 STRUCT	US 5Y CDS: 42bp	LIVE
M-03	Current Account Tracker	R1 STRUCT	US: −3.1% GDP	LIVE
M-04	Monetary Base Analyzer	R1 STRUCT	M2 velocity: 1.42	LIVE
M-05	Reserve Composition Monitor	R1 STRUCT	USD: 58.4% (↓)	LIVE
M-06	REER / Terms of Trade	R1 STRUCT	DXY REER: 108.2	LIVE
M-07	Central Bank NLP Parser	R2 LANG	BoJ LDS: +0.71	LIVE
M-08	Regulatory Text Analyzer	R2 LANG	GENIUS: 94% constructive	LIVE
M-09	G20 Communiqué Scorer	R2 LANG	Uncertainty: +18% vs avg	LIVE
M-10	IMF/BIS Publication Monitor	R2 LANG	Fragmentation: HIGH signal	LIVE
M-11	Policy Surprise Tracker (PSI)	R2 LANG	PSI = 0.42	LIVE
M-12	On-Chain Institutional Flow Monitor	R3 DEPLOY	ODV = 0.71 × 1.25	LIVE
M-13	RWA / Tokenization Tracker	R3 DEPLOY	BUIDL: $2.5B+	LIVE
M-14	CBDC Adoption Engine (CATS)	R3 DEPLOY	CATS = 218/300	LIVE
M-15	Stablecoin Supply Monitor	R3 DEPLOY	Total: $163B	LIVE
M-16	DEX / DeFi Flow Analyzer	R3 DEPLOY	Uniswap v4: $1.8B/day	LIVE
M-17	Smart Contract Deploy Velocity	R3 DEPLOY	EVM deploys: +28% MoM	LIVE
M-18	Banking Interconnect Map	R4 FRAG	Concentration: 0.62	LIVE
M-19	CRE Maturity Wall Tracker	R4 FRAG	$1.5T wall · SFI 1.61	WATCH
M-20	Private Credit Stress (PCSG)	R4 FRAG	PCSG = 0.38	WATCH
M-21	Liquidity Mismatch Scanner	R4 FRAG	Score: 0.44 (Moderate)	LIVE
M-22	Basel Capital Buffer Monitor	R4 FRAG	11/42 behind	WATCH
M-23	Correlation Fracture Detector (CFS)	R5 FRACT	Yen: 2.1σ ALERT	ALERT
M-24	Regime Cluster Analyzer	R5 FRACT	Dist: 1.8 (Watch)	WATCH
M-25	Geopolitical Contagion Engine (GCS)	R5 FRACT	GCS = 0.79	WATCH
M-26	Order Flow Anomaly Detector	R5 FRACT	Anomaly: 0.44	LIVE
M-27	NIG Composite Engine	COMPOSITE	NIG = +28	LIVE

12 Signal Formulas

Proprietary score generation engine · Current readings · Last LSTM retrain: April 2026

F-01 · COMPOSITE

Signal Score Composite (SSC)

SSC = Σ(wᵢ × Rᵢ) / Σwᵢ w = (0.25, 0.15, 0.25, 0.20, 0.15)

Current: NIG = +28 · MILD POSITIVE

F-02 · STRUCT

Yield Curve Stress Index (YCSI)

YCSI = |2Y-10Y| + |3M-10Y| + (Term Premium × 0.4) + (Inversion Duration × 0.3)

Current: 1.84 → WATCH (threshold 1.4)

F-03 · LANG

Language Drift Score (LDS)

LDS = (H_t/H_t-12)×W_hawk + (U_t/U_t-12)×W_uncert − (D_t/D_t-12)×W_dove

BoJ: +0.71 (hawkish) · Fed: −0.28 (dovish)

F-04 · DEPLOY

On-Chain Deployment Velocity (ODV)

ODV = (ΔTVLinst/TVLinst-30) × (1 + ln(NewContracts)) × RegClarity_factor

US RegClarity: 0.75 → 1.25 (GENIUS Act) · ODV = 0.71

F-05 · FRAG

Systemic Fragility Index (SFI)

SFI = Interconnect × (1 + CRE/Assets) × Liquidity_mismatch / Capital_buffer

Flagged banks: SFI > 1.6 · Watch threshold: 1.4

F-06 · FRACT

Correlation Fracture Score (CFS)

CFS = |ρ_current − ρ_36M| × (1/σ_ρ) × Regime_distance

Yen carry: 2.1σ ALERT · Gold/USD: 1.4σ WATCH

F-07 · STRUCT

Sovereign Capital Flow Index (SCFI)

SCFI = Σ(SWF_flow × Origin_risk) / Global_reserve_total × Directionality_score

SCFI = −0.72 · Gulf SWF risk reduction confirmed

F-09 · DEPLOY

CBDC Adoption Trajectory (CATS)

CATS_j = Phase_weight + (Txvol/GDP × 100) + Interop_score − Failure_penalty

Global CATS = 218/300 · ISO 20022 gap: 34 jurisdictions

F-10 · FRAG

Private Credit Stress (PCSG)

PCSG = (BDC_discount/Par) × PIK_rate × Covenant_waivers / Coverage_ratio

PCSG = 0.38 · ELEVATED · BDC avg discount: −14%

F-11 · FRACT

Geopolitical Contagion Score (GCS)

GCS = Σ [severity × exposure + sanction × vulnerability] × e^(−λt), λ = 0.08/day

GCS = 0.79 · Houthi (decay) + Gulf SWF (no decay)

F-12 · COMPOSITE

Prediction Calibration Score (PCS)

PCS = Accuracy × Sharpness × (1 − Overconfidence) Target: PCS > 0.68

Current PCS = 0.71 · Above quality gate · Backtest: 0.74

F-NIG · COMPOSITE

Normalized Intelligence Grade (NIG)

NIG = tanh( 0.28×STRUCT + 0.14×LANG + 0.24×DEPLOY − 0.22×FRAG + 0.12×FRACT) × 100

NIG = +28 · MILD POSITIVE · LSTM vintage: Apr 2026

System Architecture

12 layers · All systems operational · Update cycle: 4 hours

INGESTION

6 Active Scrapers

Cloudflare Workers · Celery queue · 4hr cycle

● LIVE

LANGUAGE

NLP Pipeline

spaCy · custom financial tokenizer · on publication

● LIVE

ON-CHAIN

Blockchain Indexer

Polygon/ETH nodes · XRPL API · real-time

● LIVE

RING ENGINE

R1–R5 Processors

Python · pandas · statsmodels · 4hr cycle

● LIVE

FORMULA LAYER

F01–F12 Calculators

NumPy · scipy · custom regression

● LIVE

ML LAYER

LSTM Model

TensorFlow · 24M rolling train · 90-day retrain

◑ Apr 2026

NIG OUTPUT

Composite Engine (M-27)

Custom Python · tanh normalization

● LIVE · NIG = +28

STORAGE

Signal KV Store

Cloudflare KV · GMIIE_DATA namespace

● LIVE

API

Public Endpoints

Cloudflare Workers · x402 payment gate

● LIVE

PREDICTION

Oracle Engine

Prediction market logic · community layer

● LIVE · PCS = 0.71

CALIBRATION

PCS Backtest (F-12)

Automated post-resolution scoring

● LIVE

VOICE

TTS Engine

Web Speech API · ElevenLabs ready

● LIVE