Build an AI OS You Actually Own: Avoid Deprecation

1. Which strategy best reduces the risk of losing your workflow when an AI provider changes its API or deprecates its model?

2. In the described AI OS architecture, what role do “maps” primarily serve?

3. Why is the “tools” layer considered the most replaceable layer?

4. What does MIMD focus on within the system?

5. A vault/idea-verse map is most useful for helping AI do which of the following?

6. How do “skills” differ conceptually from tool-specific configurations?

7. Which scenario best illustrates why the map layer matters when working with large note collections?

8. What is a practical advantage of keeping notes as plain text files in folders rather than relying on a single app format?

9. Which approach best supports the system’s goal of being future-proof against AI paradigm shifts?

10. What is an example of a good practice for privacy and managing AI access?

1. The described architecture organizes the AI OS into three layers: (1) the ideaverse, (2) _____, and (3) tools.

2. A skill is stored as a _____ file (markdown) that teaches AI a repeatable process.

3. MIMD stands for the map of your portable identity—answering the question “_____?”

4. The vault map functions as a manual that helps AI navigate and _____ within the ideaverse.

5. To reduce workflow risk, the system emphasizes “file over _____” so you’re not locked into a specific AI provider.