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MIT researchers introduce a secure cloud-based computation technique using quantum properties of light for data protection, while UCLA's SLIViT framework excels in 3D medical image analysis. Cerebras achieves ultra-fast AI speeds, and BrainChip's Akida Pico offers energy-efficient AI acceleration for battery-powered devices. 🌟