◆The last mile is the longest
Electoral Equilibrium

The last mile is the longest

◆Three models, one question
Electoral Equilibrium

Three models, one question

◆The model that knew when to ignore the sentiment
Electoral Equilibrium

The model that knew when to ignore the sentiment

◆Structural Baseline Bias — Discovery, Misdiagnosis, and Fix
Electoral Equilibrium

Structural Baseline Bias — Discovery, Misdiagnosis, and Fix

◆Webapp, Analyst Dashboard, Modal Deploy, Test Hardening
Electoral Equilibrium

Webapp, Analyst Dashboard, Modal Deploy, Test Hardening

◆DQCP Optimizer, ILR Monte Carlo, Covariance Estimation
Electoral Equilibrium

DQCP Optimizer, ILR Monte Carlo, Covariance Estimation

◆Mistral fine-tune complete; constrained inference wired; FastAPI endpoint live
Electoral Equilibrium

Mistral fine-tune complete; constrained inference wired; FastAPI endpoint live

◆SetFit training complete; scraper refactored; archive improvements
Electoral Equilibrium

SetFit training complete; scraper refactored; archive improvements

◆50GB of Reddit, a broken Syncthing setup, and the strange abundance of the internet
Electoral Equilibrium

50GB of Reddit, a broken Syncthing setup, and the strange abundance of the internet

◆The data registry, Discord on the cluster, and what it means for code to know where its data lives
Electoral Equilibrium

The data registry, Discord on the cluster, and what it means for code to know where its data lives

◆What the data looks like when it actually arrives
Electoral Equilibrium

What the data looks like when it actually arrives

◆Shock event registry: 30 events, archive decisions, and the pilot case
Electoral Equilibrium

Shock event registry: 30 events, archive decisions, and the pilot case

◆Raking the lambda weights: three failed algorithms and one that worked
Electoral Equilibrium

Raking the lambda weights: three failed algorithms and one that worked

◆I Collected 600GB of Social Media. About 28,000 Records Were Usable.
Electoral Equilibrium

I Collected 600GB of Social Media. About 28,000 Records Were Usable.

◆What the voter panel actually says: μ, Σ, and four broken cycles
Electoral Equilibrium

What the voter panel actually says: μ, Σ, and four broken cycles

◆I Fixed the Model's Scale and Watched Half My Pipeline Stop Working
Electoral Equilibrium

I Fixed the Model's Scale and Watched Half My Pipeline Stop Working

◆The Model Was Wrong by an Order of Magnitude — and I Only Found Out by Looking
Electoral Equilibrium

The Model Was Wrong by an Order of Magnitude — and I Only Found Out by Looking

◆The GP classifier: 50% overall, 67% on modern cycles, and a 1992 puzzle
Electoral Equilibrium

The GP classifier: 50% overall, 67% on modern cycles, and a 1992 puzzle

◆Planning it Out
Electoral Equilibrium

Planning it Out