What does a production-grade large language model look like? While at NDC Sydney, Richard talked with Vaishnavi Gudur from Microsoft about her work scaling LLMs for Teams transcriptions, summaries, and more! Vaishnavi discusses the underlying complexities of operating the Teams LLM infrastructure for a large array of customers across different countries and regulatory regimes. Data sovereignty also plays a large role: different countries have specific rules on where data must reside and how it can be accessed. As the scale increases and the tail gets longer, the rules set gets more complex! Lots of great thinking about what LLMs look like in a production environment.

Links

• Transcripts in Microsoft Teams

Recorded April 24, 2026

How secure is your Active Directory infrastructure? While at Zero Trust World in Orlando, Richard chatted with Spencer Alessi about his work helping companies secure Active Directory, making it more difficult for black hats to exploit it for lateral moves during a breach attempt. Spencer talks about the increasing speed of these exploits, making it much harder to block them after the fact, so it's best to make AD too difficult to target. Jake Hildreth's Locksmith tools are a great place to start - free and open source. There are also Microsoft tools and Spencer's own AD Security Resource Kit to help evaluate your AD infrastructure and lock it down!

Links

• Locksmith
• Enhanced Security Admin Environment
• Active Directory Security Resource Kit

Recorded March 4, 2026

There's competition in the Office productivity space! Richard chats with Sharon Weaver about her experiences with M365 Copilot and Anthropic's Claude Cowork to improve information worker productivity. Sharon talks about the confusion around all the different copilots in the Microsoft space - including the chat tools, research agents, and more. But when it comes to helping with an Excel spreadsheet, M365 Copilot can't do what Claude Cowork can do. Sharon talks about describing the goals of a spreadsheet to Claude Cowork and having the tool generate the spreadsheet, make corrections, and add formatting. Cowork has similar capabilities for presentations, and with the Connector library, new functionality is being added routinely. There's some competition in the AI productivity space - things are getting interesting!

Links

• Microsoft 365 Copilot
• Researcher in Microsoft 365 Copilot
• Claude Cowork
• Claude Cowork Connectors
• Copilot in PowerPoint

Recorded February 24, 2026