Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling Paper • 2604.27039 • Published Apr 29 • 26
Procedural Generation of Algorithm Discovery Tasks in Machine Learning Paper • 2603.17863 • Published Mar 18 • 5
What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity Paper • 2511.15593 • Published Nov 19, 2025 • 59
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Paper • 2511.13254 • Published Nov 17, 2025 • 140
THOUGHTTERMINATOR: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models Paper • 2504.13367 • Published Apr 17, 2025 • 26
Retrieval Head Mechanistically Explains Long-Context Factuality Paper • 2404.15574 • Published Apr 24, 2024 • 3
