Structure Tax: How Structured Output affects LLMs Performance

Vineet Kumar, Kanishka, Bhuvanesh Mandora

#arXiv #cs.AI

MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation

Mengdi Liu et al.

#arXiv #cs.AI #cs.CL #cs.MA

How Is Automated Research Evaluated? A Survey of Benchmarks and Evaluation Practices

Liulei Zhang et al.

#arXiv #cs.AI

Probability-Signature Dynamics: Unpacking Modular Addition Learning Within Two-Layer Networks

Yunji Wang et al.

#arXiv #cs.AI

Safe Actions Alone Do Not Ensure Safe Agents: Identifying Unfulfilled Obligations with Guard Models

Youwei Feng et al.

#arXiv #cs.AI

Scalable AI Uncertainty Quantification via Generalized Laplace Active Subspaces

Wouter N. Edeling, Peter V. Coveney

#arXiv #cs.AI

Evidence-Traceable Dynamic Interviewer Architecture for Expertise-Adaptive Qualitative Interviews Using Local LLMs

Aisvarya Adeseye et al.

#arXiv #cs.AI

ReTeach: Building a Self-Teacher through Multi-Round Reflection and Retry

Yafeng Tang et al.

#arXiv #cs.AI

Open-ended Scientific Discovery with Possibilistic Reasoning

Anita Yang et al.

#arXiv #cs.AI

OpenProblemBench: Benchmarking AI on Open Problems in the Foundational Theoretical Sciences

Zhiyi Li et al.

#arXiv #cs.AI

Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review

Rachel S. Y. Teo et al.

#arXiv #cs.AI

AgentHorizon: Evaluating Agentic Judges for Long-Horizon Computer-Use Tasks

Xing Han L\`u et al.

#arXiv #cs.AI #cs.LG

A design I did for the 1 year anniversary gacha for Cappoochies!

#Art #cs #species #closed_species #adopt #gacha #anthro #cappoochy

HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling

Qun Dai et al.

#arXiv #cs.AI #cs.LG

Prior or Feedback? What an LLM Uses When Adapting Neural Operators

Julian Chan, Javier Mora Jimenez

#arXiv #cs.AI #cs.LG #physics.comp-ph

Looking Inside LLMs: Small-World Connectivity as a Signature of Reasoning Performance

Zheng Huang et al.

#arXiv #cs.AI

Is Memorization Context-Sensitive? Prefix-Based Extraction Beyond Isolated Prefixes

Ali Satvaty et al.

#arXiv #cs.AI

Who Verifies the Verifier? Co-Evolving Inspectable Graders with Self-Improving Agents

Xing Zhang et al.

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

Tracing the Thoughts of a Coding Agent Playing ARC-AGI-3: Lessons for Continual Learning

Chen Wu, Josh Passenger, Yin Song

#arXiv #cs.AI

📌 AliO: Output Alignment Matters in Long-Term Time Series Forecasing

Kwangryeol Park, Jaeho Kim, Seulki Lee

#arXiv #cs.AI