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When do we get a real hardware paradigm shift instead of just scaling the GPU/RAM triad?

This story is from 2026-11-05. It is preserved in the archive; the latest stories are on the live feed.

Right now, our entire path to AGI relies on throwing gigawatts at a 1945 Von Neumann bottleneck. Almost 80% of data center energy isn't even spent on compute, it's wasted just moving bytes between HBM/DRAM/SRAM and the cores. Meanwhile, we force naturally analog, probabilistic physics into strict 0…

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  1. 2026-11-05 13:06 · r/singularity
    When do we get a real hardware paradigm shift instead of just scaling the GPU/RAM triad?

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