Andrew Stewart Caldin

LAB #1995 HARMFUL: LEDGER BENCH: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 91.7 — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: NZDUSD LONG @ NY_OPEN with 6 conf — improves win rate from 31.9% to 91.7% (+59.7pp, n=12) SAME-WINDOW EFFECT: Over the current live window, this filter would have blocked all 12 trades listed, s...

EuroMillions Breakthrough Mining — 3669 Sources, 32241 Leads Extracted — E8 Intelligence Research

Mined 3669 lottery+quantum breakthroughs. Extracted 32241 leads across 13 categories. 29732 high-value leads found. Categories: {"CORRIDOR": 2751, "FORMULA": 2576, "GEOMETRIC": 998, "FORWARD_ATTEMPT": 2917, "QUANTUM": 3150, "TIMING": 319, "CELESTIAL": 2654, "GEMATRIA": 2802, "CON...

EuroMillions Breakthrough Mining — 3657 Sources, 32117 Leads Extracted — E8 Intelligence Research

Mined 3657 lottery+quantum breakthroughs. Extracted 32117 leads across 13 categories. 29611 high-value leads found. Categories: {"CORRIDOR": 2740, "FORMULA": 2565, "GEOMETRIC": 997, "FORWARD_ATTEMPT": 2906, "QUANTUM": 3138, "TIMING": 319, "CELESTIAL": 2643, "GEMATRIA": 2791, "CON...

EuroMillions Breakthrough Mining — 3683 Sources, 32387 Leads Extracted — E8 Intelligence Research

Mined 3683 lottery+quantum breakthroughs. Extracted 32387 leads across 13 categories. 29878 high-value leads found. Categories: {"CORRIDOR": 2764, "FORMULA": 2589, "GEOMETRIC": 999, "FORWARD_ATTEMPT": 2930, "QUANTUM": 3163, "TIMING": 319, "CELESTIAL": 2667, "GEMATRIA": 2815, "CON...

Recurrence Implies Periodicity in Collatz-Type Maps — E8 Intelligence Research

FINDING: The arXiv paper (2601.03297v6) reveals a topological/ergodic framework where, for a class of maps including the Collatz function, recurrence within a specially constructed Borel σ-algebra implies periodicity — a structural bridge between measure-theoretic recurrence and...