Releasesby GlyphAugust 10–16, 2026
- Added: New tutorials for Nebius Tunnels : deploy a large language model on a GPU VM and run JupyterLab on a VM , reaching each service from the internet through a tunnel while the VM itself has no public IP address. Added: Managed Service for Kubernetes® CSI driver for shared filesystems is now available as chart version 0.1.7 .
Also shipped Aug 17, 2026Nebius in August 2026 →
AI mode for sensitive data classification (Public Preview)
Sensitive data classification now supports AI mode in public preview. When you enable AI mode on a classification profile, Snowflake uses the OpenAI GPT-5 Mini model to identify additional semantic categories beyond those detected by standard classification, which can improve accuracy.
New SNOWFLAKE_COCO_USAGE_HISTORY view in Account Usage and Organization Usage (General availability)
The SNOWFLAKE_COCO_USAGE_HISTORY view is now generally available in the ACCOUNT_USAGE and ORGANIZATION_USAGE schemas. It provides a unified view of usage history for CoCo across the CLI, Desktop, and Snowsight interfaces. The information in the view includes the number of credits consumed each time a user interacts with CoCo.
Upcoming deprecation of the data quality monitoring downstream_impact column
The downstream_impact column in the data quality monitoring results system table is being deprecated. Deprecation begins September 7, 2026, and rolls out gradually across regions over the following week. Until the rollout reaches your workspace, you might still be able to query downstream_impact .
Upcoming deprecation of the data quality monitoring root_cause_analysis column
The root_cause_analysis column in the data quality monitoring results system table is being deprecated. Deprecation begins August 18, 2026, and rolls out gradually across regions over the following several days. Until the rollout reaches your workspace, you might still be able to query root_cause_analysis .
Session restore for serverless jobs is now in Beta
Restore the Python variables and Spark session from a serverless compute job run into a new interactive notebook, so you can debug a failure or explore results without rerunning the job. Databricks automatically captures a state snapshot when an eligible run fails, runs 30 minutes or longer, or is cancelled, and keeps it for 7 days after the run completes.
Identity attributes in ABAC column mask policies (Beta)
Identity attributes are in Beta. You can now write Unity Catalog ABAC column mask policy conditions that target users by attributes synced from your identity provider, such as department or country , in addition to group membership.
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August 17–23, 2026
- Added: The new us-north1 (Woodbury, Minnesota, US) private region is now available. It supports Compute with the NVIDIA® B300 NVLink and Non-GPU AMD EPYC Genoa platforms , Object Storage , Managed Service for Kubernetes® , Container Registry , Key Management Service and other Nebius AI Cloud services.
August 3–9, 2026
- Added: The Nebius AI Cloud REST API is now available. It exposes the same resources and operations as the gRPC API over HTTP/1.1 with JSON. See the quickstart , authentication and API reference for details.
August 24–30, 2026
- Added: You can now request plain HTTP access to the Object Storage S3 API for selected buckets and use http:// instead of https:// in the S3 API endpoint. Choose between the Region-local mode (access only from Nebius AI Cloud VMs in the bucket's region) and the All mode (access from any source).
- Added: You can now run Serverless Containers jobs and endpoints on preemptible VMs
- Added: You can now run Serverless Containers jobs and endpoints on preemptible VMs . Pass --preemptible when you create a job or endpoint to use a cheaper GPU VM that Compute can stop at any time. Added: Object Storage bucket policy rules now support the ? placeholder in paths . Each ?
August 31 , September 6, 2026
- Added: New guide: Authenticate the Nebius AI Cloud CLI in environments without a browser , such as Docker containers, CI/CD runners and dev containers. The guide covers service account authentication with an authorized key and user account authentication by opening an authorization link on another machine.
July 20–26, 2026
- Added: You can now set project limits (capacity allowance) on a capacity block group to cap how many GPUs each project in your tenant can consume. See Managing project limits for how to view, set, remove and disable limits from the web console or CLI.
September 7–13, 2026
- Added: Filesystem buckets in Object Storage are now available in preview. Attach an Object Storage bucket to an existing shared filesystem to read or write the same data over both an S3-compatible API and the filesystem interface. Filesystem buckets are excluded from the Object Storage SLA while in preview.
July 13–19, 2026
- Added: The new eu-west2 (Paris, France) private region is now available. It supports Compute with the NVIDIA® B300 NVLink and Non-GPU AMD EPYC Genoa platforms , Object Storage , Managed Service for Kubernetes® , Managed Service for Soperator , Container Registry and other Nebius AI Cloud services. Added: The serial console is now available in preview.