Evaluating Control Protocols for Untrusted AI Agents
arXiv:2511.02997v1 Announce Type: new Abstract: As AI systems become more capable and widely deployed as agents, ensuring their safe operation…
How Similar Are Grokipedia and Wikipedia? A Multi-Dimensional Textual and Structural Comparison
arXiv:2510.26899v2 Announce Type: replace-cross Abstract: The launch of Grokipedia, an AI-generated encyclopedia developed by Elon Musk’s xAI, was presented as…
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series
arXiv:2511.01354v1 Announce Type: cross Abstract: Recently, the demand for small and efficient reasoning models to support real-world applications has driven…
CMI-MTL: Cross-Mamba interaction based multi-task learning for medical visual question answering
arXiv:2511.01357v1 Announce Type: cross Abstract: Medical visual question answering (Med-VQA) is a crucial multimodal task in clinical decision support and…
Best Practices for Biorisk Evaluations on Open-Weight Bio-Foundation Models
arXiv:2510.27629v3 Announce Type: replace-cross Abstract: Open-weight bio-foundation models present a dual-use dilemma. While holding great promise for accelerating scientific research…
Multimodal Detection of Fake Reviews using BERT and ResNet-50
arXiv:2511.00020v1 Announce Type: new Abstract: In the current digital commerce landscape, user-generated reviews play a critical role in shaping consumer…
On the limitation of evaluating machine unlearning using only a single training seed
arXiv:2510.26714v2 Announce Type: replace-cross Abstract: Machine unlearning (MU) aims to remove the influence of certain data points from a trained…
CoMViT: An Efficient Vision Backbone for Supervised Classification in Medical Imaging
arXiv:2510.27442v1 Announce Type: cross Abstract: Vision Transformers (ViTs) have demonstrated strong potential in medical imaging; however, their high computational demands…
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision
arXiv:2510.27462v1 Announce Type: cross Abstract: Supervised fine-tuning (SFT) on long chain-of-thought (CoT) trajectories has emerged as a crucial technique for…
Faithful and Fast Influence Function via Advanced Sampling
arXiv:2510.26776v2 Announce Type: replace-cross Abstract: How can we explain the influence of training data on black-box models? Influence functions (IFs)…