OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published 8 days ago • 71
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published 4 days ago • 69
Query-focused and Memory-aware Reranker for Long Context Processing Paper • 2602.12192 • Published Feb 12 • 57
Linear representations in language models can change dramatically over a conversation Paper • 2601.20834 • Published Jan 28 • 21
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning Paper • 2601.20209 • Published Jan 28 • 23
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 37
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards Paper • 2601.06021 • Published Jan 9 • 47
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published Jan 8 • 169
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 65
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 111
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published Dec 19, 2025 • 113
Health AI Developer Foundations (HAI-DEF) Collection Groups models released for use in health AI by Google. Read more about HAI-DEF at http://goo.gle/hai-def • 22 items • Updated 14 days ago • 203