Run: run_20250724_120319_float64

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Summary Statistics

19
Total Theories
0.593
Best Score
0.539
Average Score
1
Beat SOTA
18
Quantum Theories
1
UGM Theories

Theory Rankings

Rank Theory Category Quantum Score Validators Passed Beats SOTA e⁻ Kerr Loss e⁻ KN Loss γ Kerr Loss γ KN Loss Actions
1 Quantum
0.593 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.500

Theory Information

Class: QuantumCorrected
Module: theory_quantum_corrected_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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2 Quantum
0.593 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.500

Theory Information

Class: StringTheory
Module: theory_string_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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3 Quantum
0.593 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.500

Theory Information

Class: AsymptoticSafetyTheory
Module: theory_asymptotic_safety_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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4 Quantum
0.593 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.500

Theory Information

Class: PhaseTransition
Module: theory_phase_transition_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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5 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: PostQuantumGravityTheory
Module: theory_post_quantum_gravity_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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6 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: LogCorrected
Module: theory_log_corrected_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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7 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: WeylEM
Module: theory_weyl_em_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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8 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: GaugeGravity
Module: theory_gauge_gravity_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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9 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: StochasticNoise
Module: theory_stochastic_noise_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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10 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: EinsteinAsymmetric
Module: theory_einstein_asymmetric_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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11 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: EinsteinRegularisedCore
Module: theory_einstein_regularised_core_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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12 Quantum
0.568 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: EinsteinTeleparallel
Module: theory_einstein_teleparallel_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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13 Quantum
0.493 		4/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.286
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: Emergent
Module: theory_emergent_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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14 Quantum
0.493 		4/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.286
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: Fractal
Module: theory_fractal_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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15 Quantum
0.493 		4/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.286
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: QuantumQuantumTemplate
Module: theory_source_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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16 Quantum
0.493 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.100

Theory Information

Class: AlenaTensor
Module: theory_alena_tensor_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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17 Quantum
0.493 		5/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.524
Predictions
0.000
Trajectory
0.800
Unification
0.100

Theory Information

Class: Yukawa
Module: theory_yukawa_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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18 Quantum
0.448 		3/8 0 8.53e-04 8.60e-04 8.53e-04 8.60e-04

Component Scores

Constraints
1.000
Observational
0.143
Predictions
0.000
Trajectory
0.800
Unification
0.400

Theory Information

Class: Participatory
Module: theory_participatory_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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19 Ugm
0.400 		4/9 1 7.92e-04 7.99e-04 7.92e-04 7.99e-04

Component Scores

Constraints
1.000
Observational
0.375
Predictions
0.000
Trajectory
0.800
Unification
0.000

Theory Information

Class: UnifiedGaugeModel
Module: theory_ugm_theory
Trajectory Steps: 101 ⚠️ Low step count!

Visualizations

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📝 Full Run Log

Complete output log from the entire run, including all theory evaluations, validator outputs, and debugging information. Open in New Tab

Scoring Methodology

The Quantum Score ranks only quantum and UGM (Unified Gravity Model) theories. Classical theories are excluded from the leaderboard.

The score is calculated as a weighted sum of component scores, adjusted by multipliers:

Component Weight Brief Description
Constraints0.20Theoretical consistency checks
Observational0.25Matches to quantum experiments
Predictions0.30Novel predictions beating SOTA
Trajectory0.05Particle trajectory matching
Unification0.20Unification potential

Bonuses/Penalties applied as multipliers. Final score capped at 1.0.