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DecisionsWhen the Bill Says 7 Trillion, Do Not React

When the Bill Says 7 Trillion, Do Not React

On 17 July 2026 an AWS billing bug showed some customers estimates of billions, one dashboard read 7.1 trillion dollars. The charges were never real. The decision that mattered was how customers reacted.

3 min read
CapitalInference Chips Just Became Loan Collateral

Inference Chips Just Became Loan Collateral

General Compute secured a committed debt facility from Upper90, collateralized by SambaNova inference ASICs - reportedly the first loan backed by inference chips, not training GPUs. What it means for the cost of running AI.

4 min read

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