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azure-ai

A collection of 87 posts
Microsoft's Responsible AI Architecture Guide for Foundry Is the Most Concrete VNet Deployment Playbook — and It Comes With an Urgent Caveat About IP Allowlisting
azure-ai

Microsoft's Responsible AI Architecture Guide for Foundry Is the Most Concrete VNet Deployment Playbook — and It Comes With an Urgent Caveat About IP Allowlisting

Microsoft published an architectural guide on May 6 for deploying Microsoft Foundry inside VNet-integrated landing zones, and buried in the documentation is a callout that every enterprise Foundry deployment team needs to read before they finalize their network design: the 10.x.x.x IP range is not generally available
4 min read
Microsoft's AI Evaluation Deals With US and UK Governments Signal That Enterprise AI Procurement Will Require Formal Safety Evidence
azure-ai

Microsoft's AI Evaluation Deals With US and UK Governments Signal That Enterprise AI Procurement Will Require Formal Safety Evidence

There is a gap in how enterprise AI gets purchased versus how it gets evaluated. Most procurement decisions still run on model cards, benchmark leaderboard positions, and vendor self-assessments. That is not entirely unreasonable — the alternative, formal adversarial testing against documented methodologies, has historically been expensive, slow, and inaccessible to
5 min read