arXiv

The Maskability Index: Predicting Task-Objective Alignment in Pretrained Language Models

Large-scale pretrained language models such as T5 and BERT have demonstrated strong capabilities for generating struc...

AI 聚合
2026-07-23
arXiv

PoTRE: Test-Time Reasoning inspired by Cognitive Heterogeneity

While Large Language Models (LLMs) excel at many tasks, they frequently struggle with complex reasoning that requires...

AI 聚合
2026-07-23
arXiv

Self-supervision drives representational convergence in medical foundation models more than clinical supervision

Medical image encoders from different groups are increasingly treated as interchangeable, on the assumption that scal...

AI 聚合
2026-07-23
arXiv

Sound Probabilistic Safety Bounds for Large Language Models

We propose a novel framework for computing rigorous bounds on the probability that a large language model (LLM) gener...

AI 聚合
2026-07-23
arXiv

Courteous Anticipation: Improving Long-Lived Task Planning in Persistent Shared Environments

We consider a task planning scenario in which robots sharing a persistent environment are assigned tasks one at a tim...

AI 聚合
2026-07-23
arXiv

Don't Trust the Label: License Laundering in AI Supply Chains

AI artifacts move through a multi-platform supply chain, spanning datasets and models on Hugging Face and application...

AI 聚合
2026-07-23
arXiv

Toward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dropout

RGB-D semantic segmentation has achieved remarkable progress, yet most models assume that RGB and depth are always av...

AI 聚合
2026-07-23
arXiv

Understanding Generative AI-mediated User Engagement with Academic Library Resources

This study empirically analyzed generative AI as an emerging discovery pathway to academic library resources. Utilizi...

AI 聚合
2026-07-23
arXiv

Closing the Lab-to-Store Gap: A Data-Efficient Post-Training and Experience-Driven Learning VLA Framework for Retail Humanoids

Closing the gap between benchmark performance and reliable real-world operation remains a central challenge for Visio...

AI 聚合
2026-07-23
arXiv

Generative AI floods and dilutes the market for books

Generative AI can produce book-length works of fiction at near-zero cost. These books are often dismissed as low-qual...

AI 聚合
2026-07-23
arXiv

Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations

Natural-language autoencoders score explanations of hidden activations by reconstruction: an explanation is deemed fa...

AI 聚合
2026-07-23
arXiv

FMRP-LEAN: A HIPAA-Compliant AI-Augmented LIMS Architecture for End-to-End Clinical Assay Workflow Optimization

Clinical biomarker workflows in translational research settings often rely on spreadsheet-driven tracking, manual qua...

AI 聚合
2026-07-23
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