The main engine powering the S26 Ultra is Qualcomm's Snapdragon 8 Elite Gen 5 chip for Galaxy along with 12GB or 16GB of RAM and up to 1TB of storage. Its biggest strength lies in its improved NPU, which is 39 percent more powerful than the previous generation, paving the way for improved AI-based features. That said, the rest of the processor provides some nice but not especially impressive gains in processing speed. Its CPU boasted 19 percent better performance while its GPU is around 24 percent beefier. In Geekbench 6, this translated to a multi-core score of 11,240 for its CPU (up from 9,828 on the S25 Ultra) and a GPU score of 25,403 (up from 19,863). Granted, it's not like its predecessor ever struggled with performance, but it's still worth noting that this is essentially as fast as an Android phone can get right now.
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Because we live in a GPU world. GPUs are highly optimized for deterministic matrix multiplication. They are terrible at handling the discrete, time-based binary spikes of biology (Spiking Neural Networks (SNNs)), and they absolutely hate Bayesian uncertainty.
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