Best AI papers explained

484 Episodes

1. IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

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

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

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

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

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

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

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

   Published: 5/29/2025
9. Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search

   Published: 5/29/2025
10. Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning

    Published: 5/29/2025
11. Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RL

    Published: 5/29/2025
12. Value-Guided Search for Efficient Chain-of-Thought Reasoning

    Published: 5/29/2025
13. Shallow Preference Signals: Large Language model aligns even better without truncated data?

    Published: 5/29/2025
14. Gaming Tool Preferences in Agentic LLMs

    Published: 5/29/2025
15. Partner Modelling Emerges in Recurrent Agents (But Only When It Matters)

    Published: 5/29/2025
16. LLM Populations Form Social Conventions and Collective Bias

    Published: 5/29/2025
17. LLM Generated Persona is a Promise with a Catch

    Published: 5/29/2025
18. Large Language Models for Digital Twin Simulation

    Published: 5/29/2025
19. From RL Distillation to Autonomous LLM Agents

    Published: 5/29/2025
20. Prompting, Auto-Prompting, and Human-AI Communication

    Published: 5/29/2025