When History Is Multimodal: Rethinking Context Management for Long-Horizon Agents Paper • 2608.29897 • Published Sep 1 • 1
Glasseek: A Transparent Recipe for Training and Trustworthy Evaluation of DeepSearch Agents Paper • 2610.16998 • Published 3 days ago • 1
RSI-Anything: Unlocking Recursive Self-Improvement with World Models Paper • 2610.13912 • Published 6 days ago • 46
Make Sparse Rewards Count: Density-Aware Reward Aggregation for Multi-Reward RL Paper • 2610.00574 • Published 15 days ago • 65
T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks Paper • 2609.11042 • Published Sep 10 • 65
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution Paper • 2608.25593 • Published Aug 26 • 69
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published Mar 16 • 148
Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering Paper • 2601.10402 • Published Jan 15 • 37
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published Oct 13, 2025 • 172
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Paper • 2403.13372 • Published Mar 20, 2024 • 188