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The 2026 Mobile NPU Benchmark & Efficiency Matrix

Analysis of low-power SRAM caching, 3nm GAA transistors, and unified memory architectures in current flagships.

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INT4 vs INT8 Quantization in Mobile LLMs

Understanding how 4-bit integer quantization reduces system RAM footprint without severe accuracy degradation.

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Zero-Latency Semantic Segmentation Pipelines

How image signal processors process 60 frames per second using deep neural network hardware masks.

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