Best AI papers explained

518 Odcinki

1. A Collectivist, Economic Perspective on AI

   Opublikowany: 14.07.2025
2. Textual Bayes: Quantifying Uncertainty in LLM-Based Systems

   Opublikowany: 12.07.2025
3. The Winner's Curse in Data-Driven Decisions

   Opublikowany: 11.07.2025
4. SPIRAL: Self-Play for Reasoning Through Zero-Sum Games

   Opublikowany: 11.07.2025
5. Beyond Statistical Learning: Exact Learning Is Essential for General Intelligence

   Opublikowany: 11.07.2025
6. Aligning Learning and Endogenous Decision-Making

   Opublikowany: 11.07.2025
7. Reliable Statistical Inference with Synthetic Data from Large Language Models

   Opublikowany: 11.07.2025
8. Multi-Turn Reinforcement Learning from Human Preference Feedback

   Opublikowany: 10.07.2025
9. Provably Learning from Language Feedback

   Opublikowany: 9.07.2025
10. Markets with Heterogeneous Agents: Dynamics and Survival of Bayesian vs. No-Regret Learners

    Opublikowany: 5.07.2025
11. Why Neural Network Can Discover Symbolic Structures with Gradient-based Training: An Algebraic and Geometric Foundation

    Opublikowany: 5.07.2025
12. Causal Abstraction with Lossy Representations

    Opublikowany: 4.07.2025
13. The Winner's Curse in Data-Driven Decisions

    Opublikowany: 4.07.2025
14. Embodied AI Agents: Modeling the World

    Opublikowany: 4.07.2025
15. Beyond Statistical Learning: Exact Learning Is Essential for General Intelligence

    Opublikowany: 4.07.2025
16. What Has a Foundation Model Found? Inductive Bias Reveals World Models

    Opublikowany: 4.07.2025
17. Language Bottleneck Models: A Framework for Interpretable Knowledge Tracing and Beyond

    Opublikowany: 3.07.2025
18. Learning to Explore: An In-Context Learning Approach for Pure Exploration

    Opublikowany: 3.07.2025
19. Human-AI Matching: The Limits of Algorithmic Search

    Opublikowany: 25.06.2025
20. Uncertainty Quantification Needs Reassessment for Large-language Model Agents

    Opublikowany: 25.06.2025