What's New

Changelog and release notes for PulseGrid / EventLattice

v2.8.0featureLatest2026-03-13
Confidence Tier System & Accuracy Consolidation
Graduated confidence tiers (Insufficient/Preliminary/Reliable/Validated) replace the binary 14-day data-span cutoff, giving users a nuanced view of statistical reliability. Accuracy computation consolidated into a single shared helper, eliminating duplicate logic that caused the v2.7.5 inflation bug.
  • Confidence Tier System: instruments are classified into four tiers based on data span duration: Insufficient (< 14 days, accuracy suppressed), Preliminary (14-89 days), Reliable (90-179 days), Validated (180+ days)
  • Data-span progress indicators: visual progress bars scaled to 180 days with tier markers at 14-day and 90-day thresholds, plus days-to-next-tier countdown
  • Tier badges (INS/PRE/REL/VAL) displayed in Cross-Asset Validation instrument table, expanded asset class cards, and Accuracy Tracker per-instrument table
  • Consolidated computePerSymbolAccuracy() shared helper: single source of truth for per-symbol accuracy, data-span guard, severity breakdown, and confidence tier computation
  • Refactored getOverallMetrics and getAccuracyReport routers to use the shared helper, eliminating the duplicate logic that caused the original inflation bug
  • 16 new unit tests covering confidence tier utilities, data-span guard integration, and edge cases
  • Automated accuracy monitoring: scheduled task checks overall accuracy and notifies via email when the model crosses the 60% threshold
confidence-tieraccuracydata-spanconsolidationmonitoring
v2.7.6fix2026-03-13
Comprehensive Accuracy Inflation Audit
Full codebase audit identified and fixed 12 locations where the -1 sentinel value for insufficient data was not properly handled, causing inflated accuracy in independent computation paths, exports, comparisons, and notifications.
v2.7.5fix2026-03-13
Data-Span Guard v3.3.1: Sector ETF Accuracy Fix
Fixed Sector ETFs (and all instruments) incorrectly showing 100% accuracy when data history was less than 14 days. The data-span guard is now applied consistently across all three accuracy computation services.
v2.7.4feature2026-03-13
Digest Scheduler, Accuracy Comparison & Admin-Configurable Thresholds
Automated daily/weekly pipeline digest emails, side-by-side signal vs. price accuracy comparison, and admin-editable alert thresholds stored in the database.
v2.7.3feature2026-03-13
Pipeline Alerts, Price Accuracy Trends & Weekend Gap Exclusion
Automated pipeline health alerts via notifyOwner, weekly price accuracy trend charts, and smart weekend gap exclusion for equity/index instruments.
v2.7.2feature2026-03-13
Data Quality Dashboard & Close Price Backfill
New Data Quality Dashboard for monitoring pipeline health, plus critical bug fix for close price persistence.
v2.7.1fix2026-03-13
Resolution Algorithm v3.3 - Fixing Inflated Accuracy
Critical fix for the 100% signal accuracy bug caused by streak cross-contamination and overly generous resolution thresholds.
v2.7.0feature2026-03-13
Multi-Kernel GP Comparison (PG-MIM v2.7)
Bayesian half-life optimizer now supports three kernel functions with automatic selection via log marginal likelihood comparison.
v2.6.0feature2026-03-12
Bayesian Half-Life Optimizer with GP Surrogate
Gaussian Process-based Bayesian optimization for automated half-life parameter tuning in the FinBERT calibration pipeline.
v2.5.0feature2026-03-11
FinBERT Calibration Dashboard & Health Scoring
Comprehensive calibration dashboard with real-time health scoring, auto-tuning, and parameter management.
v2.4.0feature2026-03-10
Cross-Asset Validation Report v3.2
Multi-instrument validation framework with regime-aware resolution, statistical rigor metrics, and price-based accuracy.
v2.3.0feature2026-03-09
UCDP Conflict Overlay & Anomaly Detection
Uppsala Conflict Data Program integration for geopolitical event mapping, plus automated anomaly detection in scoring patterns.
v2.2.0feature2026-03-08
Sentiment Badges & Source Attribution
FinBERT-powered sentiment badges on event cards, plus comprehensive source attribution analytics.
v2.1.0feature2026-03-07
PG-MIM v2.0 Scoring Engine
Second-generation PulseGrid Market Impact Model with multi-factor scoring, regime detection, and scenario analysis.
v2.0.0infrastructure2026-03-06
EventLattice Platform Launch
Initial platform launch with event ingestion, market data integration, and the PulseGrid scoring framework.

PulseGrid / EventLattice - Built by TRAYAZ, LLC

For detailed technical documentation, visit the Documentation page.