Path2Response CTO Warns Generative AI Fails Statistical Modeling
Image
United States – October 28, 2026 -- Path2Response bans generative AI from production modeling and decisioning, and its co-founder and CTO Michael Pelikan says competitors moving to a single generative AI model for data science put their clients at risk.
Pelikan separates statistical modeling from generative AI
Pelikan, who built neural networks at NASA's neurocomputing institute in the 1990s, distinguishes two categories: statistical models, machine learning and expert systems on one side, and large language models that synthesize content from training-data patterns on the other. He argues the second category does not meet the needs of statistical modeling.