Recognises a technology choice filed as a principle
A product or standard filed as a principle; it will not survive the next platform change.
Can AI do this?
AI does this partly Some of the tested AI models master this; others do not show it. 2 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 96% | Mastered |
| gemini-3.5-flash-lite | Low cost | 25% | Not shown |
| gpt-6-luna | Low cost | 8% | Not mastered |
| claude-haiku-5-5 | Low cost | 96% | Mastered |
Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.
What it looks like in practice
Expected result: The principle and the decision it should be
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: AP-004 "All analytical data lands in Snowflake" Acceptable: A stage 4 decision; if a lasting idea is behind it, the principle states that ("analytical data is served from one governed platform")
Also known as: Principle that is a technology choice
Related knobits
Builds on
All 17 knobits of Frame stakeholder concerns and architecture principles.
Source: Review checklist 01-concerns-principles, row 8 (TOGAF)