Kuzuv0 161 Review

| Category | Representative Works | Key Metrics | Gap Addressed | |----------|----------------------|-------------|----------------| | General‑purpose MCUs with AI extensions | ARM Cortex‑M55 + CMSIS‑NN, RISC‑V E‑Extension | 0.5 TOPS/W, ≤ 1 W | Limited parallelism, high latency for deeper networks | | Fixed‑function ASIC accelerators | Google Edge TPU, Intel Myriad X | 2–3 TOPS/W, 0.5–1 W | No programmability for emerging operators | | Reconfigurable AI fabrics | Xilinx Versal AI Core, Intel FPGA AI‑Engine | 1–2 TOPS/W, configurable | Area‑heavy, power‑inefficient for ultra‑low‑power edge | | Emerging low‑power AI ASICs | Syntiant NDP, GreenWaves GAP9 | 4–5 TOPS/W (sub‑100 mW), very compact | Restricted to binary/ternary models, limited precision flexibility |

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The machine’s optical array flickered to life. A soft, amber glow bathed the immediate area. Its vocal synthesizer hummed, modulating a voice that was neither human nor entirely robotic. | Category | Representative Works | Key Metrics

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