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History
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[PLDI'26] Presynthesis: Towards Scaling Up Program Synthesis with Finer-Grained Abstract Semantics
Interpretable vs Explainable Machine Learning
What is interpretability
Osbert Bastani - Interpretable Machine Learning via Program Synthesis - IPAM at UCLA
#047 Interpretable Machine Learning - Christoph Molnar
The Dark Matter of AI [Mechanistic Interpretability]
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
#50 Dr. CHRISTIAN SZEGEDY - Formal Reasoning, Program Synthesis
Program Synthesis with Large Language Models
Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)
Program Synthesis via Deep Learning over Graph Structured Data
Deep Dive
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Last Updated: August 15, 2026
Future Outlook
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![[PLDI'26] Presynthesis: Towards Scaling Up Program Synthesis with Finer-Grained Abstract Semantics](https://i.ytimg.com/vi/cK4CHUU0wm0/mqdefault.jpg)
![The Dark Matter of AI [Mechanistic Interpretability]](https://i.ytimg.com/vi/UGO_Ehywuxc/mqdefault.jpg)
