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pipecat/changelog/3684.changed.md

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- `AICFilter` now shares read-only AIC models via a singleton `AICModelManager` in `aic_filter.py`.
- Multiple filters using the same model path or `(model_id, model_download_dir)` share one loaded model, with reference counting and concurrent load deduplication.
- Model file I/O runs off the event loop so the filter does not block.