Recent modeling experiments and validation work.
# MLB Model Validation — July 2026 Research Summary > Signal Syndicate Research Library · Model Validation · Educational intelligence · Not betting advice Thi…
2026-07-07
# MLB Model Validation — June 2026 Research Summary > Signal Syndicate Research Library · Model Validation · Educational intelligence · Not betting advice Thi…
2026-06-25
# How Signal Syndicate Researches Sports Intelligence > Signal Syndicate Research · Educational intelligence · Not betting advice · Estimates only We are the…
2026-06-19
Headline numbers from our latest deep-refinement run.
1,464 learning rows in validated dataset
5 reprojected graded plays
Reproject ROI (uncapped): -7.7%
Shadow holdout ROI: 250.0%
Research estimates only — not live P&L, not betting advice.
Where we are and what comes next.
Phase 3 — Backend & Signal Engine ✅ Complete
Signal generation, promotion logic, performance tracking, risk engine, bankroll, CLV, validation.
Phase 4 — Modeling 🔄 In Progress
Feature engineering, backtesting, calibration, ensemble improvements, historical validation.
Phase 5 — Ask Signal ⏳ Queued
Natural language interface for signals, performance, research, models, and historical results.
Phase 6 — Optimization ⏳ Queued
Performance, accessibility, SEO, refactoring, documentation, and monitoring.
Public CSV of platform metrics for analysts and researchers.
A small, anonymized snapshot of our performance snapshot — route, lane, graded plays, win rate, and ROI — for anyone who wants to verify or build on our work.