Releasesby Glyph
Amazon SageMaker AI Studio Now Supports IAM Identity Center Multi-Region Replication
Amazon SageMaker AI Studio now supports IAM Identity Center multi-region replication, allowing administrators to deploy domains in regions separate from their primary identity instance.
Also shipped Nov 5, 2026AWS in November 2026 →
Gemini Omni 1.2 Flash
Gemini Omni 1.2 Flash is now generally available, offering omni-modal processing for text, image, and video. New features include standalone video upscaling, extended generation durations, and reference-guided video editing.
Use GPT-6-Cyber to investigate vulnerabilities, reproduce them in an authorized test environment, and verify
OpenAI has released GPT-6-Cyber, a model designed to investigate vulnerabilities, reproduce them in authorized environments, and verify fixes.
Gemini Enterprise: Prepaid credits for Pay-as-you-go subscriptions and usage above quota
Prepaid credits are now generally available for self-serve Cloud Billing accounts, allowing users to pay for Gemini Enterprise usage without an invoiced billing account.
The BigQuery Metadata curation console page has been removed
The BigQuery Metadata curation console page has been deprecated. Users should now use Knowledge Catalog for data discovery, profiling, and governance tasks.
Conversational analytics in BigQuery is now available in the asia-northeast1 (Tokyo) location
Conversational analytics in BigQuery is now supported in the asia-northeast1 (Tokyo) region.
New pull request overview page in public preview
GitHub introduced an opt-in overview page for pull requests that displays merge status and next actions in a compact summary at the top of the page. This feature aims to reduce scrolling and clarify the state of pull requests.
More from Amazon SageMakerEvery Amazon SageMaker release →
Amazon SageMaker AI inference now supports GPU partitioning for real-time endpoints
SageMaker AI now supports GPU partitioning using NVIDIA Multi-Instance GPU (MIG) technology. This allows multiple models to share a single GPU with hardware-enforced isolation.
Amazon SageMaker AI now supports SOCI-indexed images to start training jobs in seconds
Amazon SageMaker AI now supports Seekable OCI (SOCI)-indexed container images, allowing training and processing jobs to lazy-load images and start in seconds instead of minutes.
Amazon SageMaker Unified Studio now supports custom designations
Amazon SageMaker Unified Studio introduced domain-level custom designations, enabling administrators to configure fine-grained role permissions across catalog, connection, and notebook resources.
SageMaker MLflow Apps now support MLflow 3.16
Amazon SageMaker MLflow Apps now support MLflow 3.16, featuring a redesigned trace explorer and improved experiment tracking performance for generative AI and agentic workflows.
Amazon SageMaker Unified Studio adds light mode support for IDC-based domains
Amazon SageMaker Unified Studio now supports a light mode theme for Identity Center-based domains to improve accessibility.
Amazon SageMaker AI announces training session APIs for serverless model customization
New training session APIs for SageMaker AI serverless model customization allow developers to define custom training loops for SFT, DPO, and reinforcement learning without managing GPU infrastructure.
Amazon SageMaker AI now supports serverless model customization for Muse Glimmer, Qwen 3.8 and Ministral 3 models
SageMaker AI now supports serverless model customization for Muse Glimmer, Qwen 3.8, and Ministral 3 models. Users can apply SFT, DPO, and RFT techniques using LoRA or full fine-tuning.
Amazon SageMaker AI now supports custom sequence lengths for serverless model customization jobs
AWS updated Amazon SageMaker AI serverless model customization to support configurable sequence lengths up to model maximums via hyperparameter settings in SFT, DPO, and RFT jobs.