CLEAT: Learning Value-Guided Clarification for Interactive Agents

Jiatan Huang et al.

#arXiv #cs.AI

Equal-Budget Monte Carlo Tree Search versus Randomized-Restart List Scheduling for DAG Workflows: A Controlled Equal-Budget Computational Study

Yuyu Zhang

#arXiv #cs.AI #cs.DC #cs.LG

A controlled equal-budget study finds MCTS 2.88% worse than randomized-restart list scheduling on DAG workflows at 2048 evaluations, preregistered with locked analysis. The result challenges assumptions that more…

#AIresearch #MCTS #optimization #arxiv
https://arxiv.org/abs/2610.12542

JANUS is a framework for long-horizon autonomous research that uses a co-evolving world model to forecast outcomes and reflect on past experience within a Predict-Verify-Evolve loop, helping research agents…

#AIresearch #AutonomousScience #WorldModels #ArXiv
https://arxiv.org/abs/2610.13194

Sizce yapay zekanın akademik makale yazımında kullanılması bilimsel gelişimi hızlandırıyor mu yoksa yozlaştırıyor mu?

📌 Yapay zeka dünyasını kaçırmamak için bizi takip edin. ⚡ #YapayZeka #ArXiv (3/3)

🔭 Radar arXiv del Día | Frontera Científica

¿Y si la clave del despegue de la IA no es un modelo más grande, sino su ecología? ¡La colaboración entre agentes crea un umbral poblacional!

📄 "Ecology of AI Age...
👉 Ver en Radar LOGIDIAS
#arXiv #Ciencia #CienciaÑ #SciSky #Física #Física

📌 Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict

Kaiser Sun et al.

#arXiv #cs.AI #cs.CL

LEVER: Adaptive Cost-Aware Proof Search Over AND/OR Graphs

Nihal Jain et al.

#arXiv #cs.AI

Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks

Haoyu Zhao et al.

#arXiv #cs.AI #cs.CL #cs.CV #cs.LG

MemTrial: Learning When to Trust Memory in LLM Portfolio Agents

Guanghao Wu, Zhuo Cai, Shoujin Wang

#arXiv #cs.AI

Intervention anchors and scientific verification in synthetic vascular predictive representations

Lingsen You et al.

#arXiv #cs.AI

BridgeGuard: Explicit Safety Drift for Diffusion-based Autonomous Driving

Zhenjun Qiu et al.

#arXiv #cs.AI

MedBenchAgent: Towards Systematic Automation of Medical VLM Benchmark Construction

Yulin Fu (Beijing University of Posts and Telecommunications) et al.

#arXiv #cs.AI

Harness Compilation: Which Decisions Should a Small Vision-Language Model Keep?

Minhao Fan et al.

#arXiv #cs.AI #cs.CV

Verification and Self-Improvement in Agentic AI: Foundations and Limits

Chien-Ping Lu

#arXiv #cs.AI #cs.CC

📌 Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict

Kaiser Sun et al.

#arXiv #cs.AI #cs.CL

LEVER: Adaptive Cost-Aware Proof Search Over AND/OR Graphs

Nihal Jain et al.

#arXiv #cs.AI

Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks

Haoyu Zhao et al.

#arXiv #cs.AI #cs.CL #cs.CV #cs.LG

MemTrial: Learning When to Trust Memory in LLM Portfolio Agents

Guanghao Wu, Zhuo Cai, Shoujin Wang

#arXiv #cs.AI

Intervention anchors and scientific verification in synthetic vascular predictive representations

Lingsen You et al.

#arXiv #cs.AI