Best AI papers explained

471 Avsnitt

1. Regularizing Extrapolation in Causal Inference

   Publicerades: 2025-09-27
2. DoubleGen - Debiased Generative Modeling of Counterfactuals

   Publicerades: 2025-09-27
3. What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

   Publicerades: 2025-09-27
4. Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision

   Publicerades: 2025-09-27
5. Learning without training: The implicit dynamics of in-context learning

   Publicerades: 2025-09-24
6. Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model

   Publicerades: 2025-09-24
7. Open Problems in Mechanistic Interpretability

   Publicerades: 2025-09-21
8. Maestro: Joint Graph & Config Optimization for Reliable AI Agents

   Publicerades: 2025-09-21
9. Thought Anchors: Which LLM Reasoning Steps Matter?

   Publicerades: 2025-09-21
10. Sample Complexity and Representation Ability of Test-time Scaling Paradigms

    Publicerades: 2025-09-09
11. RL's Razor: Why Online RL Forgets Less

    Publicerades: 2025-09-07
12. Why Language Models Hallucinate

    Publicerades: 2025-09-06
13. ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning

    Publicerades: 2025-09-06
14. Sample Efficient Preference Alignment in LLMs via Active Exploration

    Publicerades: 2025-09-06
15. Adventures in Demand Analysis Using AI

    Publicerades: 2025-09-04
16. Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

    Publicerades: 2025-09-01
17. On the Theoretical Limitations of Embedding-Based Retrieval

    Publicerades: 2025-08-31
18. Performance Prediction for Large Systems via Text-to-Text Regression

    Publicerades: 2025-08-30
19. Demystifying the Visual Quality Paradox in Multimodal Large Language Models

    Publicerades: 2025-08-30
20. Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

    Publicerades: 2025-08-30