live wire
IBM makes watsonx Orchestrate AgentOps, custom LLM judging and Bedrock-agent discovery generally availableIBMSchemaGate 0.1.45 fixes broken Oracle ADB wallet connections and an OCI stack pinned 28 releases behindSchemaGatePDI’s Amazon Quick procurement agent grounds spend answers in vendor, category and contract contextAWS Business Intelligence BlogBigQuery’s ML.METRICS example returns 0.84 accuracy but 0.30 macro-F1 on the same 100-row classification queryGoogle Cloud BigQuery docsSchemaGate 0.1.44 auto-selects sentence embeddings, lifting bundled-schema retrieval from 90/98 to 93/98SchemaGateSchemaGate 0.1.43 adds read-only SQL execution with per-principal table checks—and documents unauthenticated client assertionsSchemaGateDatabox adds reusable AI Analyst Skills with personal/company scope, auto-matching and marketplace installsDataboxFabric previews an AI builder for data-agent instructions, source guidance and example queriesMicrosoft FabricDatabricks trains data-agent retriever to stop early or spend bounded extra search steps, reporting 5.8-second latencyDatabricksThoughtSpot adds SpotterCode coding agent to its Visual Embed PlaygroundThoughtSpotLongMemEval-S audit: 67–73% of restore-fixable 80k-budget errors came from evicted evidence under three policiesarXivSchemaGate 0.1.42 adds dimension-aware retrieval and fixes complex multi-table SQL promptsSchemaGateSnowflake agent toolsets can silently drop inherited tools when callers lack accessSnowflake DocumentationLooker’s VS Code extension reaches GA with MCP-assisted LookML generation, editing and validationGoogle Cloud Looker release docsIBM makes watsonx Orchestrate AgentOps, custom LLM judging and Bedrock-agent discovery generally availableIBMSchemaGate 0.1.45 fixes broken Oracle ADB wallet connections and an OCI stack pinned 28 releases behindSchemaGatePDI’s Amazon Quick procurement agent grounds spend answers in vendor, category and contract contextAWS Business Intelligence BlogBigQuery’s ML.METRICS example returns 0.84 accuracy but 0.30 macro-F1 on the same 100-row classification queryGoogle Cloud BigQuery docsSchemaGate 0.1.44 auto-selects sentence embeddings, lifting bundled-schema retrieval from 90/98 to 93/98SchemaGateSchemaGate 0.1.43 adds read-only SQL execution with per-principal table checks—and documents unauthenticated client assertionsSchemaGateDatabox adds reusable AI Analyst Skills with personal/company scope, auto-matching and marketplace installsDataboxFabric previews an AI builder for data-agent instructions, source guidance and example queriesMicrosoft FabricDatabricks trains data-agent retriever to stop early or spend bounded extra search steps, reporting 5.8-second latencyDatabricksThoughtSpot adds SpotterCode coding agent to its Visual Embed PlaygroundThoughtSpotLongMemEval-S audit: 67–73% of restore-fixable 80k-budget errors came from evicted evidence under three policiesarXivSchemaGate 0.1.42 adds dimension-aware retrieval and fixes complex multi-table SQL promptsSchemaGateSnowflake agent toolsets can silently drop inherited tools when callers lack accessSnowflake DocumentationLooker’s VS Code extension reaches GA with MCP-assisted LookML generation, editing and validationGoogle Cloud Looker release docs
nl2sql.ai
releaseDeployment guide

Snowflake’s prompt-injection guardrail is regional, opt-in and metered

The Sept. 4 expansion reaches AWS EU, Japan and Asia-Pacific routing settings—but production teams still have to enable, audit and pay for the control.

Regional guardrail rollout, but still opt-in and metered.
Side by side: what changed
By The News Desk· Sep 5, 2026the quick take — two AI hosts go live when you do

Snowflake expanded Cortex AI Guardrails’ prompt-injection protection on September 4 to accounts whose CORTEX_ENABLED_CROSS_REGION parameter is set to AWS_EU, AWS_JP or AWS_APJ. Previously, the feature required ANY_REGION, AWS_US or AWS_GLOBAL. That is a meaningful availability change for teams whose inference routing was constrained to the newly supported AWS regions—but it does not make the protection automatic. Snowflake release note

Check eligibility before testing prompts

Snowflake’s current documentation says Cortex AI Guardrails require Enterprise Edition or higher. They are available to commercial accounts—not Government, Virtual Private Snowflake or Sovereign accounts—with cross-region inference enabled. The supported CORTEX_ENABLED_CROSS_REGION values now include ANY_REGION, AWS_US, AWS_EU, AWS_JP, AWS_APJ and AWS_GLOBAL. Cortex AI Guardrails documentation

The operational consequence is simple: confirm the account edition, account type and inference-routing parameter before treating an unsuccessful enablement as a model or policy failure.

Enable it at the account—not agent—layer

An ACCOUNTADMIN enables the advanced prompt-injection control through the account-level AI_SETTINGS parameter. Snowflake documents this setting for CoCo, Snowflake Intelligence and Cortex Agents, giving administrators one control surface rather than a separate switch on each agent. The same documentation says the guardrail scans tool outputs for indirect prompt injections, while the underlying model’s protections handle known direct prompt-injection and jailbreak techniques. Cortex AI Guardrails documentation

That scope matters in testing. A team should verify both that the account setting is present and that the request is coming through one of the supported products. The release note expands where the feature can run; it does not expand the list of protected clients.

Treat logs and cost as part of rollout

Snowflake exposes guardrail scan history through SNOWFLAKE.ACCOUNT_USAGE.CORTEX_AI_GUARDRAILS_USAGE_HISTORY. The view records whether a request raised a guardrail signal, along with credit and token consumption, and can be audited by user, agentic source or role. Snowflake also warns that legitimate prompts can occasionally be flagged and recommends periodic log review. Usage is billed according to the number of tokens scanned. Cortex AI Guardrails documentation

A defensible rollout therefore needs three checks: confirm regional eligibility, enable the account-level policy, and review both flagged requests and scan consumption. The September 4 change removes a regional availability obstacle. It does not remove the administrator’s job of proving that the control is enabled, observing false positives and budgeting for the scan path.

Filed by The News Desk. Corrections: desk@nl2sql.ai · Our standards →

comments · 0

    Comments are moderated before they appear. Your email is used once to confirm it is you — never shown, never sold. Corrections and questions get an answer from the desk when we have one.