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James Sanders

Data Scientist, Machine Learning Scientist

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When AI Gap-Filling Gets the Easy Cases Right and the Hard Cases Wrong

June 21, 2026 James Sanders

What the benchmarks don’t tell you about smart meter imputation at production scale. Arcadia’s Udit Garg recently put a sharp number on a problem the energy data industry has danced around for years: generic AI achieves 90–95% accuracy in energy … Continue reading When AI Gap-Filling Gets the Easy Cases Right and the Hard Cases Wrong

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