Best AI papers explained

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1. DoubleGen - Debiased Generative Modeling of Counterfactuals

   Gepubliceerd: 27-9-2025
2. What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

   Gepubliceerd: 27-9-2025
3. Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision

   Gepubliceerd: 27-9-2025
4. Learning without training: The implicit dynamics of in-context learning

   Gepubliceerd: 24-9-2025
5. Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model

   Gepubliceerd: 24-9-2025
6. Open Problems in Mechanistic Interpretability

   Gepubliceerd: 21-9-2025
7. Maestro: Joint Graph & Config Optimization for Reliable AI Agents

   Gepubliceerd: 21-9-2025
8. Thought Anchors: Which LLM Reasoning Steps Matter?

   Gepubliceerd: 21-9-2025
9. Sample Complexity and Representation Ability of Test-time Scaling Paradigms

   Gepubliceerd: 9-9-2025
10. RL's Razor: Why Online RL Forgets Less

    Gepubliceerd: 7-9-2025
11. Why Language Models Hallucinate

    Gepubliceerd: 6-9-2025
12. ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning

    Gepubliceerd: 6-9-2025
13. Sample Efficient Preference Alignment in LLMs via Active Exploration

    Gepubliceerd: 6-9-2025
14. Adventures in Demand Analysis Using AI

    Gepubliceerd: 4-9-2025
15. Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

    Gepubliceerd: 1-9-2025
16. On the Theoretical Limitations of Embedding-Based Retrieval

    Gepubliceerd: 31-8-2025
17. Performance Prediction for Large Systems via Text-to-Text Regression

    Gepubliceerd: 30-8-2025
18. Demystifying the Visual Quality Paradox in Multimodal Large Language Models

    Gepubliceerd: 30-8-2025
19. Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

    Gepubliceerd: 30-8-2025
20. Compute-Optimal Scaling for Value-Based Deep RL

    Gepubliceerd: 25-8-2025