Best AI papers explained

526 Odcinki

1. Prediction-Powered Statistical Inference Framework

   Opublikowany: 9.05.2025
2. Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

   Opublikowany: 9.05.2025
3. RM-R1: Reward Modeling as Reasoning

   Opublikowany: 9.05.2025
4. Reexamining the Aleatoric and Epistemic Uncertainty Dichotomy

   Opublikowany: 8.05.2025
5. Decoding Claude Code: Terminal Agent for Developers

   Opublikowany: 7.05.2025
6. Emergent Strategic AI Equilibrium from Pre-trained Reasoning

   Opublikowany: 7.05.2025
7. Benefiting from Proprietary Data with Siloed Training

   Opublikowany: 6.05.2025
8. Advantage Alignment Algorithms

   Opublikowany: 6.05.2025
9. Asymptotic Safety Guarantees Based On Scalable Oversight

   Opublikowany: 6.05.2025
10. What Makes a Reward Model a Good Teacher? An Optimization Perspective

    Opublikowany: 6.05.2025
11. Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

    Opublikowany: 6.05.2025
12. Identifiable Steering via Sparse Autoencoding of Multi-Concept Shifts

    Opublikowany: 6.05.2025
13. You Are What You Eat - AI Alignment Requires Understanding How Data Shapes Structure and Generalisation

    Opublikowany: 6.05.2025
14. Interplay of LLMs in Information Retrieval Evaluation

    Opublikowany: 3.05.2025
15. Trade-Offs Between Tasks Induced by Capacity Constraints Bound the Scope of Intelligence

    Opublikowany: 3.05.2025
16. Toward Efficient Exploration by Large Language Model Agents

    Opublikowany: 3.05.2025
17. Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT

    Opublikowany: 2.05.2025
18. Self-Consuming Generative Models with Curated Data

    Opublikowany: 2.05.2025
19. Bootstrapping Language Models with DPO Implicit Rewards

    Opublikowany: 2.05.2025
20. DeepSeek-Prover-V2: Advancing Formal Reasoning

    Opublikowany: 1.05.2025