Base Models Can Reason By Taking a Cue From Training Data Paper • 2610.06851 • Published 29 days ago • 22
SPADE: Self-Play in Adaptive Synthetic Executable Environments Paper • 2608.19197 • Published Aug 19 • 51
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Paper • 2606.02859 • Published Jun 1 • 11
CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Paper • 2604.01658 • Published Apr 2 • 54
AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library Paper • 2510.18428 • Published Oct 21, 2025 • 4
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents Paper • 2506.15841 • Published Jun 18, 2025 • 2
ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning Paper • 2402.07204 • Published Feb 11, 2024
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning Paper • 2410.16162 • Published Oct 21, 2024
ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs Paper • 2609.15635 • Published Sep 14 • 7
Towards a Deterministic Math Solver for Clinical Language Models Paper • 2609.10728 • Published Sep 9 • 2
Diffusion-MPC in Discrete Domains: Feasibility Constraints, Horizon Effects, and Critic Alignment: Case study with Tetris Paper • 2603.02348 • Published Mar 2
Kill-Chain Canaries: Stage-Level Tracking of Prompt Injection Across Attack Surfaces and Model Safety Tiers Paper • 2603.28013 • Published Apr 9 • 1
Personas Differ from Native-Language Generation: Language Pathways Shape LLM Interpersonal Advice Paper • 2608.30873 • Published Aug 31 • 1
Modular Cognitive Architecture Emerges in Large Language Models Paper • 2608.13567 • Published Jun 27 • 17
Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems Paper • 2608.03744 • Published Aug 4 • 6
Loud or Silent? A Reusable Framework for Per-Modality Failure Analysis in Multimodal Clinical AI Paper • 2608.01462 • Published Aug 2 • 4
Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination Paper • 2607.00924 • Published Jul 1 • 10