Insights
Insights
Free articles on AI strategy, governance, security, data and operations, organized by the same six areas as our Research library.
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Latest insights
Copilot Code Review Addressed Rate: Why It Is Not a Fix Rate
GitHub's new Copilot code-review metrics measure responses to feedback, not verified fixes. A practical enterprise evidence funnel and five controls.
Google Cloud’s OpenAI Model Preview: Six Enterprise Release Gates
Google Cloud's October OpenAI model rollout is a private preview, not general availability. Six tests for portability, security, evaluation and cost.
Claude on Google Cloud: The Data-Processor Choice Buyers Must Test
Google Cloud now offers Anthropic-managed and Google-managed Claude deployments. Five enterprise tests for processor terms, sovereignty, controls and exit.
Agent Sandboxes Are Not Permission Systems: Six Tests for Strands Box
AWS previewed Strands Box as an agent sandbox. Six enterprise tests distinguish sandbox restrictions from identity, approvals, data access, and recovery controls.
GitHub AI App Scanning: What Pull-Request Alerts Cannot Prove
GitHub's October 2026 AI application scanning preview adds useful PR alerts. Six tests distinguish source findings from runtime permissions and security.
Agentic Intrusions: Five Detection Tests for Machine-Speed Attacks
New October 2026 intrusion evidence shows rapid cross-system abuse. Five tests for detection, identity containment and security response timing.
Scheduled RAG Sync Is Not Freshness: How to Test Enterprise Knowledge Lag
Amazon Bedrock's managed knowledge-base sync schedules reduce ingestion work, but enterprises still need source-to-retrieval freshness tests and escalation.
Shared Copilot Automations: Six Governance Gates Before Teams Depend on Them
GitHub's shared Copilot Automations change ownership, billing and audit responsibilities. Six enterprise gates for approvals, tools, costs and recovery.
Cross-Project Agent Registry: How to Inventory AI Agents Without Confusing Discovery With Control
Google Cloud Agent Registry adds cross-project management boundaries in preview. A six-test enterprise plan for inventory coverage, IAM and governance.