GenomeOcean Anywhere: Private WebGPU Inference for Genome MoEs

Reported by arXiv cs.CR (Guang Yang, Fengchen Liu)

Summary by Cyber Security News30 Sep 2026, 06:00 CEST

About this summary. This is a short, independently written summary of an article first published by arXiv cs.CR. Cyber Security News did not report or verify the underlying story. Read the original: https://arxiv.org/abs/2609.35882

arXiv:2609.35882v1 Announce Type: new Abstract: Genome foundation models are most useful where sequences are generated, yet the largest models need datacenter accelerators and a place to send private DNA. We ask whether a 15-billion-parameter genome mixture-of-experts (MoE) model can instead run on volunteers' web browsers, with the experts spread across many untrusted devices, without changing its predictions and without revealing the sequence to any single device.

Read the full article at arXiv cs.CR →

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