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feat(audio-cpp): implement runtime lifecycle

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Add protocol-neutral model configuration and runtime ownership against the pinned audio.cpp interfaces. Validate task capabilities, preserve the active model on replacement failures, serialize inference calls, and guarantee session-first teardown.

Assisted-by: Codex:gpt-5
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