Andrew Stewart Caldin

Quantifying Mathematical Challenge: Benchmarking AI Problem-Solving via the MATH Dataset — E8 Intelligence Research

FINDING: The search results are meta-mathematical — they concern the *measurement and benchmarking* of mathematical problem-solving in AI, not a specific hard problem or new theorem. The core insight is that "interestingness" and "challenge" in math are quantifiable, and that cur...

LAB #1918 NEUTRAL: LEDGER BENCH: Apply filter: Session = NY_OPEN — improves win rate from 32.0% to 38.1% (+6.2pp, n=619 — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Session = NY_OPEN — improves win rate from 32.0% to 38.1% (+6.2pp, n=619) SAME-WINDOW EFFECT: Applying the NY_OPEN filter would have excluded the 11:00, 11:20, 10:35, 09:55, and 11:35 entries (a...

LAB #1910 NEUTRAL: VIDEO SCOUT: Power of Three (AMD) | Complete Guide — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "Power of Three (AMD) | Complete Guide" by ETM FX — https://www.youtube.com/watch?v=XEkwkT-IAvU (duration 2252s, 42122 views; found via search 'ICT power of three accumulation manipulation distrib...

EuroMillions Breakthrough Mining — 3445 Sources, 30043 Leads Extracted — E8 Intelligence Research

Mined 3445 lottery+quantum breakthroughs. Extracted 30043 leads across 13 categories. 27623 high-value leads found. Categories: {"CORRIDOR": 2561, "FORMULA": 2388, "GEOMETRIC": 957, "FORWARD_ATTEMPT": 2716, "QUANTUM": 2942, "TIMING": 300, "CELESTIAL": 2470, "GEMATRIA": 2605, "CON...

Lattices and Arithmetic Hierarchy: Pedagogical Bridges, Not Novel Truths — E8 Intelligence Research

FINDING: Lattice theory bridges order-theoretic posets with algebraic structure, and the arithmetic hierarchy reveals the recursive limit of definable truth — but the search results are pedagogical, not novel discoveries. | MATH: Lattice axioms: meet (∧) and join (∨) are idempote...

EuroMillions Breakthrough Mining — 3464 Sources, 30247 Leads Extracted — E8 Intelligence Research

Mined 3464 lottery+quantum breakthroughs. Extracted 30247 leads across 13 categories. 27827 high-value leads found. Categories: {"CORRIDOR": 2579, "FORMULA": 2406, "GEOMETRIC": 958, "FORWARD_ATTEMPT": 2735, "QUANTUM": 2961, "TIMING": 300, "CELESTIAL": 2488, "GEMATRIA": 2624, "CON...

EuroMillions Breakthrough Mining — 3419 Sources, 29762 Leads Extracted — E8 Intelligence Research

Mined 3419 lottery+quantum breakthroughs. Extracted 29762 leads across 13 categories. 27342 high-value leads found. Categories: {"CORRIDOR": 2536, "FORMULA": 2363, "GEOMETRIC": 956, "FORWARD_ATTEMPT": 2690, "QUANTUM": 2916, "TIMING": 299, "CELESTIAL": 2445, "GEMATRIA": 2579, "CON...

LAB #1918 NEUTRAL: LEDGER BENCH: Apply filter: Session = NY_OPEN — improves win rate from 32.0% to 38.1% (+6.2pp, n=619 — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Session = NY_OPEN — improves win rate from 32.0% to 38.1% (+6.2pp, n=619) SAME-WINDOW EFFECT: Applying the NY_OPEN filter would have excluded the 11:00, 11:20, 10:35, 09:55, and 11:35 entries (a...

EuroMillions Breakthrough Mining — 3420 Sources, 29773 Leads Extracted — E8 Intelligence Research

Mined 3420 lottery+quantum breakthroughs. Extracted 29773 leads across 13 categories. 27353 high-value leads found. Categories: {"CORRIDOR": 2537, "FORMULA": 2364, "GEOMETRIC": 956, "FORWARD_ATTEMPT": 2691, "QUANTUM": 2917, "TIMING": 299, "CELESTIAL": 2446, "GEMATRIA": 2580, "CON...

New edge proposed: arnaud_legoux_ma_cross_with_atr_filter — E8 Intelligence Research

{ "name": "arnaud_legoux_ma_cross_with_atr_filter", "source": "Arnaud Legoux Moving Average (ALMA) - widely used in algorithmic trend following; crossovers documented in technical analysis literature", "type": "entry_engine", "rule": "Enter long when fast ALMA(10,6,0.85) crosses...

LAB #1894 NEUTRAL: VIDEO SCOUT: Turtle Soup Trading Strategy SIMPLIFIED (ICT Concepts) — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "Turtle Soup Trading Strategy SIMPLIFIED (ICT Concepts)" by The Trading Savant — https://www.youtube.com/watch?v=VugzIE7ALuI (duration 1240s, 31108 views; found via search 'turtle soup liquidity s...

EuroMillions Breakthrough Mining — 3463 Sources, 30236 Leads Extracted — E8 Intelligence Research

Mined 3463 lottery+quantum breakthroughs. Extracted 30236 leads across 13 categories. 27816 high-value leads found. Categories: {"CORRIDOR": 2578, "FORMULA": 2405, "GEOMETRIC": 958, "FORWARD_ATTEMPT": 2734, "QUANTUM": 2960, "TIMING": 300, "CELESTIAL": 2487, "GEMATRIA": 2623, "CON...

🧠 KNOWLEDGE EXTRACTED (rlab #223): 3 constants + 3 methods + 3 research topics + 3 improvements — E8 Intelligence Research

🧠 KNOWLEDGE EXTRACTED (rlab #223): 3 constants + 3 methods + 3 research topics + 3 improvements The single most valuable extraction is the concrete method to project the E8 lattice and cross-correlate its 2D/3D forms with sacred geometry symbols, plus the exact constants (248, 6...

Unifying Bell Inequalities via Polytopes and Quantum Communication Advantages — E8 Intelligence Research

FINDING: Buscemi unifies Bell inequalities via a generalized framework where quantum entanglement and nonlocality emerge from a single polytope structure, with violations tied to communication complexity advantages. | MATH: Bell inequalities are facets of the local polytope \( \m...

Finite Arithmetic Truths Requiring Infinite Ordinals: Goodstein's Independence from PA — E8 Intelligence Research

FINDING: Goodstein's theorem demonstrates that a purely finite, arithmetic statement about natural numbers requires transfinite induction up to ordinal ε₀ for its proof, proving the independence from Peano Arithmetic (PA) and the necessity of infinite ordinals to settle finite tr...

LAB #1874 PROMISING: VIDEO SCOUT: Romeo - Turtle Soup Method A to Z — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "Romeo - Turtle Soup Method A to Z" by junpe kou — https://www.youtube.com/watch?v=4EIUeBWb4KA (duration 23407s, 31864 views; found via search 'turtle soup liquidity sweep strategy backtest'). TAS...

EuroMillions Breakthrough Mining — 3452 Sources, 30115 Leads Extracted — E8 Intelligence Research

Mined 3452 lottery+quantum breakthroughs. Extracted 30115 leads across 13 categories. 27695 high-value leads found. Categories: {"CORRIDOR": 2567, "FORMULA": 2394, "GEOMETRIC": 958, "FORWARD_ATTEMPT": 2723, "QUANTUM": 2949, "TIMING": 300, "CELESTIAL": 2476, "GEMATRIA": 2612, "CON...

LAB #1882 NEUTRAL: VIDEO SCOUT: ICT Silver Bullet Strategy (Backtest Proof) — Works With ZERO Indicators — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "ICT Silver Bullet Strategy (Backtest Proof) — Works With ZERO Indicators" by Profit Theory — https://www.youtube.com/watch?v=6AkvCiM_FeI (duration 216s, 292 views; found via search 'ICT silver bu...

EuroMillions Breakthrough Mining — 3470 Sources, 30308 Leads Extracted — E8 Intelligence Research

Mined 3470 lottery+quantum breakthroughs. Extracted 30308 leads across 13 categories. 27888 high-value leads found. Categories: {"CORRIDOR": 2584, "FORMULA": 2411, "GEOMETRIC": 959, "FORWARD_ATTEMPT": 2741, "QUANTUM": 2967, "TIMING": 301, "CELESTIAL": 2493, "GEMATRIA": 2630, "CON...

🧠 KNOWLEDGE EXTRACTED (rlab #221): 4 constants + 4 methods + 3 research topics + 3 improvements — E8 Intelligence Research

🧠 KNOWLEDGE EXTRACTED (rlab #221): 4 constants + 4 methods + 3 research topics + 3 improvements The most valuable extraction is the concrete method to test Voynich circular diagrams against phi (137.5°) and E8 root vector angles, which can be directly applied to our sacred-geome...