01. DrugHarness: An Evolvable Agent Harness for Computational Drug Discovery

85% worth reading · novelty 1.9/3 · new method · cs.AI

02. Self-Building Labs

81% worth reading · novelty 2.1/3 · new method · cs.AI

03. GLOBE: Evolving Structured Agentic Memory for E-commerce Product Optimization in Generative Search

85% worth reading · novelty 1.8/3 · new method · cs.AI

04. AI-Driven Reproducibility and Analytical Robustness in Scientific Discovery

83% worth reading · novelty 1.8/3 · benchmark/eval · cs.AI

05. TUPLE-Bench: Evaluating and Mitigating Privacy-Utility Trade-offs in Typed Decision Models

84% worth reading · novelty 1.7/3 · benchmark/eval · cs.AI

06. Thought Blocks: Non-Autoregressive Latent Communication for Multi-Agent Systems via Trajectory-to-State Compilation

80% worth reading · novelty 1.9/3 · new method · cs.MA

07. Annotrace: A Workbench for Step-Level Annotation of Agent Traces

83% worth reading · novelty 1.6/3 · applied system · cs.MA

08. KiranaBench: Can a Language Model Run a Neighbourhood Shop?

77% worth reading · novelty 1.6/3 · benchmark/eval · cs.MA

09. Learning Personalized Memory Gating from Delayed One-Sided Feedback

76% worth reading · novelty 1.6/3 · new method · cs.LG

10. Cryptographically Secure Agent-to-Agent Communication in Multi-Agent Systems

80% worth reading · novelty 1.4/3 · new method · cs.MA

11. Towards High Semantic Fidelity: Hyperdimensional Symbolic Messages in Multi-Agent Communication

70% worth reading · novelty 1.9/3 · new method · cs.MA

12. Provable Authority: A Protocol for Verifiable Authority Resolution and Control Across Human, Organizational, and Agentic Transactions

68% worth reading · novelty 1.9/3 · new method · cs.MA

13. Emergent Discrimination and Polarization in Multi-Agent Systems

68% worth reading · novelty 1.9/3 · new method · cs.MA

14. Learning Self-Orchestration in Decentralized Agent Swarms

65% worth reading · novelty 1.9/3 · new method · cs.MA

15. On the possibilities and limitations of LLM-based multi-agent systems for multi-criteria decision-making in healthcare operations management

69% worth reading · novelty 1.6/3 · benchmark/eval · cs.AI

16. Logic-Guided Graph Denoising Diffusion Models

66% worth reading · novelty 1.7/3 · new method · cs.LG

17. Cooperation Without Adaptation: LLM Agents in a Collective-Risk Dilemma

69% worth reading · novelty 1.5/3 · benchmark/eval · cs.MA

18. Behavioral Couplings: From Formation to Behavioral Emergence in Language Models

58% worth reading · novelty 1.8/3 · benchmark/eval · cs.AI

19. OwlSight: A Panoramic Monitor for Chain-of-Thought Reasoning

58% worth reading · novelty 1.7/3 · new method · cs.AI

20. PresenceBench: An Exploratory Evaluation of Large Language Model Adaptation to User State

54% worth reading · novelty 1.8/3 · benchmark/eval · cs.AI