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ai_studio_code.py

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import math
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def calculate_scaling_hierarchy(k_values):
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"""
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Calculates the geometric scaling based on base-4 topology (4^-k).
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Pins the 'Gravitational' layer at k=66.
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"""
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results = {}
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for k in k_values:
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# The scaling factor
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magnitude = 4**(-k)
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# Base-2 equivalent (Holographic/Area scaling)
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# 4^-k = (2^2)^-k = 2^-2k
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binary_magnitude = 2**(-2*k)
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results[k] = {
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"base_4_magnitude": magnitude,
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"base_2_magnitude": binary_magnitude,
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"approx_power_10": math.log10(magnitude)
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}
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return results
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def verify_dirac_coincidence():
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"""
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Verifies if k=66 aligns with the Dirac Large Number (approx 10^-40).
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"""
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k_gravity = 66
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gravity_scaling = 4**(-k_gravity)
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print(f"--- Pinning Gravity at k={k_gravity} ---")
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print(f"Scaling Factor (4^-{k_gravity}): {gravity_scaling}")
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print(f"Log10 Value: {math.log10(gravity_scaling)}")
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# Comparison with Standard Dirac Number (approx 10^-40 to 10^-41)
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# This represents the ratio of Gravitational force to Electric force
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print(f"\nDoes this match the Dirac Large Number?")
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if -41 < math.log10(gravity_scaling) < -39:
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print("YES. The geometric integer k=66 correctly predicts the 10^-40 scale.")
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else:
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print("NO. The scale is off.")
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if __name__ == "__main__":
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# Check the hierarchy from unity down to gravity
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# k=0 (Unity/Strong?), k=3 (EM range?), k=66 (Gravity)
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hierarchy = calculate_scaling_hierarchy([0, 3, 4, 66])
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for k, data in hierarchy.items():
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print(f"k={k}: 10^{data['approx_power_10']:.2f}")
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verify_dirac_coincidence()

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