arXiv:2611.09977v1 Announce Type: cross Abstract: Language models are widely used as synthetic respondents in surveys, behavioral experiments, and market…
Category: AI
MedToolFault and MedGuard: evaluating and improving clinical agent reliability
arXiv:2611.09942v1 Announce Type: cross Abstract: Clinical agents must retrieve patient-specific evidence and correctly update records despite unreliable…
Topic-Aware Multi-Task Mental Health Classification with Active Learning-Based Stepwise Relabeling for Social Media Conversations
arXiv:2611.09941v1 Announce Type: cross Abstract: Mental health conditions affect millions of people worldwide, yet many cases go undetected until they…
DramaGrow: A Regime-Aware Benchmark for Auditing LLM Judges of Multi-Episode Drama
arXiv:2611.09938v1 Announce Type: cross Abstract: LLMs can now draft complete multi-episode dramas, and LLM judges are increasingly used to evaluate them.…
Fairness Explanations Improve Fairness In Human-AI Decision Making: an empirical evaluation of parole decision-making
arXiv:2611.09924v1 Announce Type: cross Abstract: Both humans and AI exhibit systemic biases, yet little is known about how interface design can foster…
AWS Makes Kimi K3.1 Pro Highspeed Available on Amazon Bedrock
Amazon Web Services made Moonshot AI’s Kimi K3.1 Pro Highspeed available on Amazon Bedrock on November 10, 2026, offering a 1-million-token context window…
How Many Examples, and Which Ones? A Study of In-Context Learning for Natural Language Inference
arXiv:2611.09936v1 Announce Type: cross Abstract: Natural language inference (NLI) is a fundamental task of natural language processing and crucial for…
Efficient Learning of Differentiable MPC Policies on the GPU via Smoothed ADMM and First-Order Reinforcement Learning
arXiv:2611.09937v1 Announce Type: cross Abstract: Differentiable model predictive control (MPC) enables structured, constraint-aware policies to be…
Meta introduces Muse Ember to power cost-efficient AI agents
Meta Platforms Inc. today introduced Muse Ember, an entry-level artificial intelligence model that costs significantly less than the competition. Notably,…
Causal Discovery Bench: Can LLMs Autonomously Conduct Effective Experiments?
arXiv:2611.09934v1 Announce Type: cross Abstract: As large language model (LLM) agents get actively adopted for autonomous research, they must not only…