1 · Pick a sample (or edit / paste your own)
2 · Two boundaries
What the LLM receives — only tokens
What you see — real values, on your machine
3 · The vault — token ↔ real value, encrypted & local
| Token (the LLM sees this) | Type | Real value (stays with you) |
|---|
4 · Round trip — restore with the real engine
The model only ever knew tokens. Edit this reply — mangle a token's hex, reorder them, add prose — then restore. Restoration runs in the real apii engine (exact match + fuzzy fallback for tokens an LLM garbled).
Model reply — tokens, editable
Restored locally — real values, on your machine