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Tensordyne announces the Napier AI inference rack, claiming 13x the throughput of Nvidia's NVL72 GB300 by using log-space math to reduce energy and transistor usage, potentially disrupting the inference hardware landscape.
The tweet praises a mathematical idea timed well for AI inference's arithmetic profile and expresses interest in seeing results on reasoning models during long generation runs.
Tensordyne announced a breakthrough inference system using logarithmic math in hardware, claiming 17x more tokens per watt and 13x higher throughput than NVIDIA Blackwell, achieved by replacing complex multiplication with simple addition in log space.