Projected the most important power hitter in baseball within one home run — before a single 2025 game. The driver: short-term power surges, not batting average or contact quality. Traditional scouting watches contact. The equations watch momentum.
See all 60 players →Strikeouts at 100.0% accuracy (188 vs 188). Home runs at 19 when he hit 39. Not a failure — it tells you what’s stable (swing-and-miss) vs. what changed (a real power breakout). That distinction is the insight.
See all 60 players →Published models (81+ reviewed in BMJ, JAMA) achieve 0.60–0.76 AUC. Our system predicted the rate within 0.02 percentage points — 20× more accurate than the historical average baseline.
Full healthcare results →No clinical hypothesis was provided. The system independently found readmissions are governed by percentage of patients with high glucose, adjusted by demographics. Aligns with published hyperglycemia literature — found on its own.
Full healthcare results →Rates rise, supply rises. Rates fall, supply tightens. Held across zero-rate policy, rapid tightening, and plateau — a decade of wildly different rate environments. One equation, one driver, never broke.
Full CRE results →~2 permits for every completed new home sale, stable across a full cycle. A 10% drop in sales predicts ~10% permit decline. Builders, REITs, and lenders can forecast the pipeline months ahead from one number.
Full CRE results →Engineers expect flow rate or tubing pressure to dominate. The system found operational uptime had the strongest fit, while flow and pressure showed weak explainability. Uptime is more stable than the fluid dynamics everyone optimizes around.
60 feedback loops and 343 evolution multipliers showing how production variables cascade into each other. Traditional reservoir models take years to calibrate manually. Discovered automatically from 8,245 observations.
In a dataset built around water stress, conflict events carried a stronger signal than freshwater per capita or water stress percentage. Conflict is a leading indicator of water instability, not the other way around.
Water-stress and freshwater-per-capita resisted equation explanation. But the system still passed all 76 equations at 98.9% accuracy. Reports both layers — where simple equations work and where they don’t.
When disposable vape average sale rises, the entire store follows 3 days later. One category predicts the trajectory of the whole business before it hits standard reporting.
Full retail results →Cigarette transactions depend on disposable vape volume and cigarillo traffic. Vape supply drops? Cigarette baskets decline even with full inventory. A cascade through a dependency no one knew existed.
Full retail results →Discovered the exact mathematical relationship between freight and passenger speed gaps — AM and PM. DOTs spend years calibrating travel demand models. Found the closed-form equation in a single run.
A separate PEMS dataset (16,800 observations, 25 corridors) independently produced perfect-fit equations for speed range and speed deficit. Two datasets, two measurement systems, same result.
We’ll run Elijah on your data and show you what it discovers.
michael.lazzarotti@diginetics.co