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Duration AI introduces on-device voice denoising, trading cloud power for data privacy. We examine the trade-offs between local processing and professional-grade audio enhancement.

Local LLM deployment on mobile is gaining momentum, but developers are currently balancing model quantization against the persistent risk of degraded performance and battery drain.

Perplexity AI’s new hybrid inference model aims to balance local processing with cloud scale, promising lower latency for developers—if they can solve the hardware compatibility puzzle.