Enterprises racing toward AI automation are finding that where their models and data run matters as much as what the models can do. Regulatory pressure,…
Announcing SOCI-indexed images for faster SageMaker AI jobs
Seekable OCI (SOCI) indexing for Amazon SageMaker AI training and processing jobs takes full container image download off the critical path. SageMaker AI…
RoboAuto: Autonomous Robot Program Search through Multi-Level Physical Understanding
arXiv:2610.36533v1 Announce Type: cross Abstract: Recently, LLM-based autonomous agents have shown strong capabilities in iteratively generating,…
Fix evaluation bias to unlock better models on Amazon Bedrock
Property Finder found that 96.8% of their vision-AI evaluation labels were inherited from the incumbent model, hiding its true accuracy. See how they…
Do AI Scientists Know What’s New?
arXiv:2610.36511v1 Announce Type: cross Abstract: A major challenge facing AI scientific discovery pipelines is how to determine when a generated idea is…
Distributed training with Ray Train DLCs and EFA on EKS
The Ray Train Deep Learning Container ships the full CUDA-through-EFA stack, so you build no image. This post walks through a reproducible sample that…
Proposing Better Rollouts for On-Policy Distillation
arXiv:2610.36477v1 Announce Type: cross Abstract: On-policy distillation (OPD) improves language-model post-training by letting the student learn from its…
Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3
As QA test automation spreads across an organization, organizing tests and controlling who owns them becomes the real work. Part 3 of the QA Studio series…
ProCerDCL: Query-Efficient Black-Box Probabilistic Verification of Deep Learning Compiler Optimization
arXiv:2610.36499v1 Announce Type: cross Abstract: We present \tool, a query-efficient framework for black-box probabilistic verification. Given a fixed,…
Building an Agentic AI Platform on Amazon Bedrock AgentCore
Stand up a governed, multi-account Agentic AI Platform on Amazon Bedrock AgentCore. This post walks through the architecture and an open-source reference…
LociArt: A Unified Paradigm for Free-Style Local Video Stylization
arXiv:2610.36456v1 Announce Type: cross Abstract: Video stylization typically transforms entire scenes, while local artistic editing requires precise…
Firefox’s Smart Window adds AI form filling and webpage monitoring
Mozilla is updating Smart Window – Firefox’s AI-powered browsing experience – with a new feature that can help you fill out online forms based on your…
Expert lithological labels do not improve learning when used to predict marine sediment properties
arXiv:2610.36410v1 Announce Type: cross Abstract: Scientific drilling has produced large archives of physical, chemical and magnetic measurements linked…
Exowatt beats frontier models on accuracy with SageMaker serverless model customization
In this post, we show how Exowatt used Amazon SageMaker AI serverless model customization to build a repeatable AI pipeline that produces task-specific…
Full Collapse Is Suboptimal: Controlled Partial Neural Collapse for Long-Tailed Recognition
arXiv:2610.36460v1 Announce Type: cross Abstract: Recent long-tailed recognition (LTR) methods incorporate neural collapse (NC) and align features to a…
DeepMind unveils Genie 4 world model promising more realistic physics and humans
Genie 4 will roll out to developers and Google AI Ultra subscribers soon.
FIDES-Live: Evaluating Behavioral Concordance in Sequential Trading Agents
arXiv:2610.36476v1 Announce Type: cross Abstract: Sequential trading agents produce decisions, orders, execution receipts, account states, and reports…
Systems Thinking Is Vital in the Age of AI
Modern engineering projects increasingly combine human judgment with machine capability. An engineer can define a problem, then ask an artificial…