AI News

September 30, 2026

OpenAI & DeepMind

AI Research (general)

"Where Can I Trust You?": Boundary-Aware Evaluation of Surrogate Fidelity

arXiv cs.LG (Machine Learning) · Sep 30

"Where Can I Trust You?": Boundary-Aware Evaluation of Surrogate Fidelity

$\lambda$-JEPA Spectral Anti-Collapse Regularization for Self-Supervised Learning

arXiv cs.LG (Machine Learning) · Sep 30

$\lambda$-JEPA Spectral Anti-Collapse Regularization for Self-Supervised Learning

$\tau$-Multilingual: Benchmarking Voice Agents Across Languages

arXiv cs.AI · Sep 30

$\tau$-Multilingual: Benchmarking Voice Agents Across Languages

$f$-FUM: Federated Unlearning via min--max and $f$-divergence

arXiv cs.LG (Machine Learning) · Sep 30

$f$-FUM: Federated Unlearning via min--max and $f$-divergence

$S^3$: Spectral Null-Space Swap Makes Reasoning Models Efficient

arXiv cs.AI · Sep 30

$S^3$: Spectral Null-Space Swap Makes Reasoning Models Efficient

3-D Emissions Mapping and Social Cost Estimation for US Domestic Aviation at West Coast Hubs

arXiv cs.LG (Machine Learning) · Sep 30

3-D Emissions Mapping and Social Cost Estimation for US Domestic Aviation at West Coast Hubs

3D Point Tracking with State Space Models

arXiv cs.LG (Machine Learning) · Sep 30

3D Point Tracking with State Space Models

\L{}ukasiewicz Neural Networks Extended: Residual Architectures and Crystallization Strategies for Interpretable Rule Extraction

arXiv cs.LG (Machine Learning) · Sep 30

\L{}ukasiewicz Neural Networks Extended: Residual Architectures and Crystallization Strategies for Interpretable Rule Extraction

A Bayesian Vertical Federated Learning Framework for Multivariate Reduced-Rank High-Dimensional Regression

arXiv cs.LG (Machine Learning) · Sep 30

A Bayesian Vertical Federated Learning Framework for Multivariate Reduced-Rank High-Dimensional Regression

A Benchmark & Dataset for Detecting AI-Manipulated Visual Evidence in the Court System

arXiv cs.AI · Sep 30

A Benchmark & Dataset for Detecting AI-Manipulated Visual Evidence in the Court System

AI in Biotech & High-Impact Journals

A randomized crossover trial with weighted blankets shows improvement in behavior and sleep outcomes in adults with Prader–Willi syndrome

Nature Medicine · Sep 30

A randomized crossover trial with weighted blankets shows improvement in behavior and sleep outcomes in adults with Prader–Willi syndrome

A scoping review and staged research agenda for artificial intelligence in viscoelastic haemostatic assays

Nature Medicine · Sep 30

A scoping review and staged research agenda for artificial intelligence in viscoelastic haemostatic assays

Age at menopause onset shapes cognitive and inflammatory outcomes in female mice

Nature Medicine · Sep 30

Age at menopause onset shapes cognitive and inflammatory outcomes in female mice

Autism-like behaviours and diagnostic discordance in preschool children born very preterm

Nature Medicine · Sep 30

Autism-like behaviours and diagnostic discordance in preschool children born very preterm

Bacterial contamination of semi-critical equipment in prehospital emergency ambulances in Ilam province, Iran: a descriptive survey with exploratory laboratory findings

Nature Medicine · Sep 30

Bacterial contamination of semi-critical equipment in prehospital emergency ambulances in Ilam province, Iran: a descriptive survey with exploratory laboratory findings

CAR T cells for HLA desensitization: a new era in kidney transplantation

Nature Medicine · Sep 30

CAR T cells for HLA desensitization: a new era in kidney transplantation

Comparative prognostic value of CKD risk strata in HFpEF/HFmrEF: insights from TOPCAT

Nature Medicine · Sep 30

Comparative prognostic value of CKD risk strata in HFpEF/HFmrEF: insights from TOPCAT

CytoVI: deep generative modeling of antibody-based single cell data

Nature Medicine · Sep 30

CytoVI: deep generative modeling of antibody-based single cell data

DICD-IE: an expert-annotated benchmark for evaluating pretrained biomedical language models in dental implant literature and clinical knowledge extraction

Nature Medicine · Sep 30

DICD-IE: an expert-annotated benchmark for evaluating pretrained biomedical language models in dental implant literature and clinical knowledge extraction

Earliest descriptions of retinal cells

Nature Medicine · Sep 30

Earliest descriptions of retinal cells

AI in Computational Pathology

Definitions of neonatal Necrotizing Enterocolitis (NEC) in randomised controlled trials: a systematic review

Nature Pathology · Sep 19

Definitions of neonatal Necrotizing Enterocolitis (NEC) in randomised controlled trials: a systematic review

Ambient, real-time digitization and datafication of glass slide microscopy towards AI-at-the-microscope

Nature Pathology · Sep 17

Ambient, real-time digitization and datafication of glass slide microscopy towards AI-at-the-microscope

Multimodal data-driven clustering analysis of heart failure patients identifies two distinct patterns of heart failure with preserved ejection fraction: Results from the PACIFIC-PRESERVED study

Nature Pathology · Sep 15

Multimodal data-driven clustering analysis of heart failure patients identifies two distinct patterns of heart failure with preserved ejection fraction: Results from the PACIFIC-PRESERVED study

An AI-powered self-driving microscope for low-cost acute leukemia detection

Nature Pathology · Aug 27

An AI-powered self-driving microscope for low-cost acute leukemia detection

ALPaCA: Adapting Llama for Pathology Context Analysis to enable slide-level question answering

Nature Pathology · Aug 20

ALPaCA: Adapting Llama for Pathology Context Analysis to enable slide-level question answering

Missed acute interstitial nephritis diagnoses without a biopsy

Nature Pathology · Aug 20

Missed acute interstitial nephritis diagnoses without a biopsy

Deep-learning triage of three-dimensional pathology datasets for comprehensive and efficient pathologist assessments

Nature Pathology · Aug 12

Deep-learning triage of three-dimensional pathology datasets for comprehensive and efficient pathologist assessments

Frugal AI is the missing piece in cervical cancer screening

Nature Pathology · Aug 12

Frugal AI is the missing piece in cervical cancer screening

A meta-learning method with reduced data requirements for training and updating deep learning models on wearable devices

Nature Pathology · Jul 31

A meta-learning method with reduced data requirements for training and updating deep learning models on wearable devices

End-to-end multimodal pathology foundation model with clinical dialogue

Nature Pathology · Jul 31

End-to-end multimodal pathology foundation model with clinical dialogue