/// VISUALIZATION
Telemetry Console
Interactive access to model calibration, error rates, and historic ALCOA+ data integrity checks.
/// PROGRAMMATIC ACCESS
MCP Resources
Direct pipe to raw validation datasets via Model Context Protocol. Fetch backtests, macro data, and live vectors for SP500 and crypto markets.
/// MANUALS
System Architecture
Full documentation on validation methodologies, heuristic application, and data provenance.
Data Validation Preview
INTEGRITY: HEURISTIC_CHECKSP500 Ensemble Backtest Data
Download CSVLoading SP500 data...
Crypto Macro History Data
Download CSVLoading crypto data...
System_Specifications
REF: ALCOA_PLUS
Data History (SPX)
20+ Years
Data History (Crypto)
7+ Years
Integrity Standard
ALCOA+ Compliant
Calibration
Real-time / T-0
Horizon Vectors
7d / 14d / 30d
Cross-Validation
DeFi / TradFi / Vol
Reproducibility
Versioned (Git SHA)
Latency
< 50ms