AI Native Daily Paper Digest – 20260202
1. ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas 🔑 Keywords: ASTRA, tool-augmented language models, multi-step decision making, verifiable…
AI Native Daily Paper Digest – 20260130
1. Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives 🔑 Keywords: AI-generated summary, Autonomous scientific discovery,…
AI Native Daily Paper Digest – 20260129
1. Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation 🔑 Keywords: Mathematical Reasoning, Reinforcement Learning,…
AI Native Daily Paper Digest – 20260126
1. LongCat-Flash-Thinking-2601 Technical Report 🔑 Keywords: Mixture-of-Experts, agentic reasoning, domain-parallel expert training, asynchronous reinforcement learning, real-world noise 💡 Category: Knowledge…
AI Native Daily Paper Digest – 20260123
1. EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience 🔑 Keywords: EvoCUA, AI Native, Policy Optimization, Data…
AI Native Daily Paper Digest – 20260122
1. Agentic Reasoning for Large Language Models 🔑 Keywords: Agentic reasoning, Large language models, Autonomous agents, Reinforcement learning, Real-world applications…
AI Native Daily Paper Digest – 20260121
1. Being-H0.5: Scaling Human-Centric Robot Learning for Cross-Embodiment Generalization 🔑 Keywords: Vision-Language-Action, cross-embodiment generalization, human-centric learning, Mixture-of-Transformers, multimodal data 💡…
AI Native Daily Paper Digest – 20260120
1. ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development 🔑 Keywords: Large Language Models, agentic backend coding, executable workflow, development…
AI Native Daily Paper Digest – 20260116
1. Urban Socio-Semantic Segmentation with Vision-Language Reasoning 🔑 Keywords: socio-semantic segmentation, vision-language model, reinforcement learning, cross-modal recognition, SocioSeg 💡 Category:…