Best AI papers explained

523 Afleveringen

1. Beyond a million tokens: benchmarking and enhancing long-term memory in llms

   Gepubliceerd: 4-11-2025
2. Agentic Economic Modeling

   Gepubliceerd: 3-11-2025
3. Emergent Introspective Awareness in Large Language Models

   Gepubliceerd: 3-11-2025
4. Can Large reasoning models self-train?

   Gepubliceerd: 1-11-2025
5. ALITA-G: Self-Evolving Generative Agent for Agent Generation

   Gepubliceerd: 1-11-2025
6. Self-improving LLM agents at test-time

   Gepubliceerd: 30-10-2025
7. Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization

   Gepubliceerd: 30-10-2025
8. Language models are injective and hence invertible

   Gepubliceerd: 30-10-2025
9. ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

   Gepubliceerd: 29-10-2025
10. RLAD: Training LLMs to Discover Abstractions

    Gepubliceerd: 29-10-2025
11. How to Train Your Advisor: Steering Black-Box LLMs with ADVISOR MODELS

    Gepubliceerd: 29-10-2025
12. Self-improving LLM agents at Test-Time

    Gepubliceerd: 27-10-2025
13. KL-Regularized Reinforcement Learning is designed to Mode Collapse

    Gepubliceerd: 27-10-2025
14. How do LLMs use their depth?

    Gepubliceerd: 27-10-2025
15. Thought Communication in Multiagent Collaboration

    Gepubliceerd: 27-10-2025
16. Reasoning with Sampling: Base Models Outperform RL

    Gepubliceerd: 26-10-2025
17. Continual Learning via Sparse Memory Finetuning

    Gepubliceerd: 26-10-2025
18. Direct Preference Optimization with Unobserved Preference Heterogeneity: The Necessity of Ternary Preferences

    Gepubliceerd: 24-10-2025
19. The Coverage Principle: How Pre-Training Enables Post-Training

    Gepubliceerd: 24-10-2025
20. The Era of Real-World Human Interaction: RL from User Conversations

    Gepubliceerd: 24-10-2025