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prasannathapa / human_leverage.py
Created February 11, 2026 19:51
Human's Statistical Leverage
import numpy as np
import matplotlib.pyplot as plt
from scipy.stats import norm, pareto
# 1. Setup the domain (Quality Score Q)
x = np.linspace(20, 100, 1000)
# 2. Define LLM Distribution: N(mu_L, sigma_L^2)
# "High mean for common problems, low variance"
mu_L = 55