https://thecodersblog.com/tag/mobile/Recent content in Mobile on The Coders BlogHugoen-usWed, 06 May 2026 22:22:13 +0000https://thecodersblog.com/on-device-ai-with-litert-and-npu-2026/Wed, 06 May 2026 22:22:13 +0000https://thecodersblog.com/on-device-ai-with-litert-and-npu-2026/<p>The chatbot stutters, the image recognition is sluggish, and sensitive data has to leave the device. Sound familiar? If you&rsquo;re building AI-powered applications for mobile or embedded systems, you&rsquo;re likely wrestling with latency, privacy concerns, and inefficient resource usage. It&rsquo;s time to bring the intelligence closer to the user, directly onto their device, and leverage the specialized hardware designed for it.</p> <h2 id="the-problem-cloud-reliance-bottlenecks-ai">The Problem: Cloud Reliance Bottlenecks AI</h2> <p>Sending every inference request to the cloud introduces significant bottlenecks. Latency is unavoidable, impacting real-time applications like live translation or augmented reality. Privacy becomes a major hurdle, as sensitive user data must traverse public networks. Furthermore, constant cloud connectivity drains battery life and incurs ongoing operational costs. The solution? On-device AI, powered by dedicated hardware like Neural Processing Units (NPUs).</p>