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Model Releases

Introducing Claude Fable 5.1 on AWS

DGX agent

Claude Fable 5.1 is now available on Amazon Bedrock and Claude Platform on AWS. This post covers Claude Fable 5.1's improvements, the Enterprise Frontier Safeguards for keeping your data in a cloud en

model-releasesaws-ml-blog

1 Sept 2026

Hardware

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Introducing Claude Fable 5.1 on AWS

Introducing Fleet: GPU benchmarking entirely in your browser. Run WebGPU compute kernels drawn from real AI workloads directly on your hardw…

Introducing TabFM in BigQuery: Predictive analytics reimagined

Investigating Social Bias Changes in Quantized Language Models

Is Deformable Image Registration Ready for Brain Metastasis Reirradiation Dose Accumulation? A Longitudinal MRI Benchmark of Registration Accuracy

Item-Mean Surrogates: Why Richer Persona Data Fail to Improve LLMs as Human Surrogates

JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees

Jigsaw-CRL: Recovering Global Latent Causal Order from Fragmented Multi-Client Interventions

Joint Spatiotemporal Spectral Neural Operators for Learning PDEs on Irregular Domains

JPO: Juris Policy Optimization for Structured Legal Reasoning in Criminal Judgment Prediction

JudgePanel: A Compact Judge with Panel Deliberation via Adaptive Multi-Reward Reinforcement Learning

JVLGS: Joint Vision-Language Gas Leak Segmentation

Kaitchup posted Qwen3.8 27B Benchmarks for quants from Q4 to Q1

Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference

Kathleen Remembers: Length-Invariant One-Shot Recall Without Attention

Keyframe-Centric State-Space Modeling for Burst Image Super-Resolution

Kinship Data Benchmark for Multi-hop Reasoning

Knowing Beyond the Known: Reinforced Knowledge Specification for Multi-Label Class-Incremental Learning

Knowledge Distillation under Teacher Misspecification: An Order-Parameter Analysis of the Gap between Teacher Mimicry and Task Performance

Kolmogorov--Arnold against bounded translations

Korea’s Trillion-Dollar Sovereign AI Investment: Nvidia Wins, Hynix Loses

Kronecker Factorization Improves Efficiency and Interpretability of Sparse Autoencoders

KV Admission: Learning What to Write for Efficient Long-Context LLM Inference

Label Semantic Expansion via Label Guided Neural Topic Modeling

Labels have Human Values: Value Calibration of Subjective Tasks

LaMoC: Loss-Aware Modular Compression for LLMs

Language-Guided Tuning: Configuration Optimization for Automated ML Research

Language-Informed Flow Matching for Trend-Guided Structure-Based 3D Molecular Generation

Language Proficiency Assessment from Eye Movements in Naturalistic Passage Reading

Language-Statistical Analysis of Neural Audio Codec Tokens Across Architectures, Corpora, and Noise Conditions

LARC: Lazy Adaptive Reachability Certification of Robot Manipulator Trajectories

Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems

Large Language Models Systematically Favor Popular Options: Evidence and Mitigation Across MCQs

Large-Scale Bayesian Tensor Reconstruction via Approximate Message Passing

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey

Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon Agents

Latency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length

Latent-Space Intervention for Cross-Lingual Factual Consistency: Consistency Improvements without Accuracy Drops

Lazy Grounding: Attacking Search Agents with Factual Evidence

LCoT-GV: Graph Attention Networks for Verifying Long Reasoning Chains in Large Language Models

Learning Action Models with Conditional and Quantified Effects via Uncertainty-Guided Exploration

Learning Agile Perceptive Traversal of Sparse 3D Structures for Humanoids

Learning-Assisted Congestion-Aware Route Scheduling for Semiconductor Fab Material Control Systems

Learning Composable Chains-of-Thought

Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

Learning diverse attacks on large language models for robust red-teaming and safety tuning

Learning Dynamics of Logits Debiasing for Long-Tailed Semi-Supervised Learning

Learning from Many Voices: Literary MT Using Multi-Reference Human and Synthetic Data