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Applied AI·August 14, 2026·1 min read

Kog is going deeper to squeeze more inference out of GPUs

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If Kog is right that GPUs can handle agentic workflows with smarter scheduling and kernel-level tricks, the near-term constraint shifts from hardware scarcity to software efficiency. Before you budget for more GPUs, pressure vendors on how they handle long-context, multi-step agents on today’s cards.