docs: add AI stack architecture and real control UI - #4
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Summary
Why
The repository published working Android controls but had no README visual showing how service lifecycle and the two model-routing planes stay independent.
Validation
./scripts/verify.shgit diff --checkemulator-5554; no provider token or private endpoint was used