Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists Paper • 2604.28158 • Published 14 days ago • 47
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora Paper • 2604.24819 • Published 17 days ago • 88
The Trinity of Consistency as a Defining Principle for General World Models Paper • 2602.23152 • Published Feb 26 • 201
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs Paper • 2601.17058 • Published Jan 22 • 190
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 94
GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models Paper • 2511.11134 • Published Nov 14, 2025 • 33
Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs Paper • 2510.23127 • Published Oct 27, 2025 • 5