AIBullisharXiv – CS AI · Apr 76/10
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InferenceEvolve: Towards Automated Causal Effect Estimators through Self-Evolving AI
Researchers introduce InferenceEvolve, an AI framework using large language models to automatically discover and refine causal inference methods. The system outperformed 58 human submissions in a recent competition and demonstrates how AI can optimize complex scientific programs through evolutionary approaches.