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Why the first GPU financiers are turning to inference chips in a $400 million deal

TechCrunch AI Tim Fernholz

General Compute, an AI inference cloud startup, secured a $400 million loan from Upper90 backed by SambaNova inference chips, marking the first time inference-specific hardware was used as collateral. The SN50 chips are designed to provide 16 times faster inference than GPU-based clouds while reducing costs through power efficiency and eliminating the need for expensive water-cooling systems. This financing signals a broader shift toward cheaper inference infrastructure using open-source models as alternatives to expensive frontier AI systems become more cost-competitive.

Why it matters

A $400 million chip-backed loan points to the next wave of AI infrastructure deals.

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