tech 🧠 Netflix opens-sources causal AI workflow
Netflix has open-sourced an agentic workflow designed for Observational Causal Inference (OCI) to cut down on manual toil in causal analysis. This system, developed by the Netflix team, uses an actor-critic loop to estimate causality and generate reports from observational data. They tested this workflow on the Atlantic Causal Inference Conference (ACIC) competition dataset, finding it competitive against existing benchmark systems. To handle the lack of ground truth, the workflow combines process audits with essential human oversight throughout the analysis. The open-sourced code is available on GitHub to encourage further research and development in this area. 🤖