Why LLMs Aren't Scientists Yet: Lessons from Four Autonomous Research Attempts
Paper • 2601.03315 • Published • 7
Minh Nguyen
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upvoted 7
papers 6 months ago
Evolving Programmatic Skill Networks
Paper • 2601.03509 • Published • 88
WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks
Paper • 2601.02439 • Published • 18
SOP: A Scalable Online Post-Training System for Vision-Language-Action Models
Paper • 2601.03044 • Published • 28
NitroGen: An Open Foundation Model for Generalist Gaming Agents
Paper • 2601.02427 • Published • 46
Avatar Forcing: Real-Time Interactive Head Avatar Generation for Natural Conversation
Paper • 2601.00664 • Published • 58
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Paper • 2512.23959 • Published • 112
upvoted 12
papers 7 months ago
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding
Paper • 2512.17220 • Published • 115
MAI-UI Technical Report: Real-World Centric Foundation GUI Agents
Paper • 2512.22047 • Published • 31
TimeBill: Time-Budgeted Inference for Large Language Models
Paper • 2512.21859 • Published • 25
Step-DeepResearch Technical Report
Paper • 2512.20491 • Published • 89
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Paper • 2512.12967 • Published • 113
Step-GUI Technical Report
Paper • 2512.15431 • Published • 134
Qwen3-VL Technical Report
Paper • 2511.21631 • Published • 164
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
Paper • 2511.20785 • Published • 188
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence
Paper • 2511.18538 • Published • 306
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling
Paper • 2511.11793 • Published • 197
Memory in the Age of AI Agents
Paper • 2512.13564 • Published • 160
Grounding Computer Use Agents on Human Demonstrations
Paper • 2511.07332 • Published • 107
upvoted a paper 9 months ago