Talking Drupal #576 - Inside & Outside Drupal AI

Today we are talking about AI, Drupal, and what's new with guests Dr. Christoph Breidert & Scott Falconer. We'll also cover Drupal AI Demo as our module of the week.
For show notes visit:
https://www.talkingDrupal.com/576
Topics

• Inside vs Outside AI
• Agent Permissions and Scoping
• Drupal Org and GitLab Future
• Outside AI Examples Teaser
• Why CMS Still Matters
• Agent Swarms Expose Data
• Shadow IT And Liability
• CMS As Context Engine
• Content Governance At Scale
• Provenance And Regulation
• MCP And Client Integrations
• Rosetta Sprint Challenges
• Keeping Up With AI
Resources

• Drupal AI Initiative: introducing Inside AI and Outside AI
Guests
Christoph Breidert - 1xINTERNET.com breidert
Scott Falconer - managing-ai.com scott-falconer
Hosts
Nic Laflin - nLighteneddevelopment.com nicxvan
John Picozzi - epam.com johnpicozzi
MOTW
Correspondent
Martin Anderson-Clutz - mandclu.com mandclu

• Brief description:
• Have you ever wanted to try out all of Drupal's AI features on a realistic site, and then pop the hood to see exactly how they're configured? There's a demo for that.

• Module name/project name:
• Drupal AI Demo
• https://new.drupal.org/ai/demo

• Brief history
• How old: project created on Oct 4, 2026 by Christoph Breidert (breidert), a Drupal AI Product Lead, with support from 1xINTERNET, FreelyGive, and Foster Interactive. The demo itself was revealed in the Driesnote at DrupalCon Rotterdam
• The demo runs on Drupal CMS with the Drupal AI modules, running on Drupal 11.4

• Maintainership
• Looks to be actively maintained
• Documentation: the project has a README that is really clear about what you can try and who has access to what
• Number of open issues: 83, 2 of which are bugs

• Module features and usage
• The demo is a site for Northmoor University, a fictional coastal university, with realistic programs, news, events, people, and images
• You launch your own copy for free through Drupal Forge. No install, no config, no credit card, and AI credits are included, courtesy of amazee.ai. Each demo instance lasts 30 days
• Features include AI search with cited answers, page generation in Canvas, content review, auto-classification, translation, image validation, image generation and alt text, AI disclosure labels, observability, and an MCP server so tools like Claude can work with the site's content
• Each feature has a step-by-step explainer page in an "AI Features" section, right in the demo site
• The best part is you have full admin access, so every agent, prompt, index, and view is right there to inspect, tweak, or rebuild on your own site
• Lots of the features are public recipes you can use today, like AI Answers, AI Image Alt Text, AI Content Classification, and AI SEO Optimizer
• The big caveat: the ai_demo project is really a placeholder. It's the README plus the issue queue. The actual build (content, theme, demo-specific recipes, deployment) lives in a private GitLab repo for Drupal AI Partners
• So the project's…