Best AI papers explained

456 Episodes

1. Evolutionary Prompt Optimization discovers emergent multimodal reasoning strategies

   Published: 6/5/2025
2. Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know?

   Published: 6/4/2025
3. Diffusion Guidance Is a Controllable Policy Improvement Operator

   Published: 6/2/2025
4. Alita: Generalist Agent With Self-Evolution

   Published: 6/2/2025
5. A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning

   Published: 6/2/2025
6. Learning Compositional Functions with Transformers from Easy-to-Hard Data

   Published: 6/2/2025
7. Preference Learning with Response Time

   Published: 6/2/2025
8. Accelerating RL for LLM Reasoning with Optimal Advantage Regression

   Published: 5/31/2025
9. Algorithms for reliable decision-making need causal reasoning

   Published: 5/31/2025
10. Belief Attribution as Mental Explanation: The Role of Accuracy, Informativity, and Causality

    Published: 5/31/2025
11. Distances for Markov chains from sample streams

    Published: 5/31/2025
12. When and Why LLMs Fail to Reason Globally

    Published: 5/31/2025
13. IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

    Published: 5/31/2025
14. No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

    Published: 5/31/2025
15. Accelerating RL for LLM Reasoning with Optimal Advantage Regression

    Published: 5/31/2025
16. Statistical Inference for Online Algorithms

    Published: 5/31/2025
17. Prismatic Synthesis for Diverse LLM Reasoning Data

    Published: 5/31/2025
18. Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents

    Published: 5/31/2025
19. The Agentic Economy

    Published: 5/30/2025
20. Statistics for Large Language Models

    Published: 5/29/2025