First Principles
- Assume breach. Design so a single fault can’t cascade.
- Minimize & isolate. Least data, least privilege, smallest blast radius.
- Sovereignty. On‑prem / off‑grid options; data residency respected.
- No surveillance economics. Consent‑driven data only.
- Measured, not vibes. Controls tied to tests and audits.