Module 3.5.1 · Phase 3 Intervention · Step 3.5 Architecture GuidanceCore
Advanced Architecture Cookbook
What works for this kind of system: an LLM, a recommender, a vision model?
Turns fairness issues specific to your architecture, such as LLM, recommender, vision or multi-modal systems, into a plan you can deliver.
What it does
You confirm the issues that apply, select research-backed intervention recipes with coverage and redundancy checks, and generate a phased roadmap. The plan and its coverage export as JSON and Markdown.
Why it matters
This step provides research-backed guidance tailored to specific model architectures and system patterns. It accelerates implementation while remaining advisory, ensuring architectural best practices support, but do not override, governance decisions.
Where it sits
- Causal Model
- Counterfactual Test
- Intervention Plan
- Techniques
- Architecture Guidance
- Advanced Architecture Cookbook
How to use it
In the Fairness Navigator Beta
Work through the steps in order. Several modules open from the Navigator's steps and hand their results back.
On its own Live
Open 3.5.1 from the platform's Modules page and run it when your project needs it. Work is saved with the assessment.
After a Pulse reading Live
Start with a fast first read, then go deeper with the modules where it points.