Code Story episode

S12 Bonus: The Predictive Model Trap: Moving Beyond Static LTV Forecasting to Unleash Causal AI and Dynamic Multi-Armed Bandits with Tobias "Tobi" Konitzer, PhD, VP of AI at GrowthLoop

Mar 26, 2026 · Season 12 · 37 min

Using AI to go from Tooling to "Closing the Loop"

Tobi Konitzer was born in Germany, and studied cultural studies as an undergraduate student. Eventually, he went to Duke to get a PhD in political science. And that eventually changed to be a PhD in computational social science at Stanford - which is basically writing code to answer social science questions. After graduating in 2017, he joined Facebook Research for a year, then founded two AI startups. Outside of tech, he has 2 young daughters, who he likes to spend time with and take to the park. He used to be an avid trail runner, but his favorite to do is think... and to do so as often as possible.

For the last 10 years of his career, Tobi has been chasing optimized decisioning and outcomes using AI. Five months ago, he decided to join his current venture, and use AI to shift the conversation from "tooling for marketers" to using AI to build an autonomous decisioning system, that learns and improves over time.

This is Tobi's creation story at Growthloop.

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https://www.growthloop.com/https://www.linkedin.com/in/tobias-konitzer-phd-65984454/

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