Anthropic CEO Dario Amodei Explains Conservative Compute Buying Strategy, Compares Approach to Insurance

Anthropic CEO Dario Amodei outlined why the company takes a conservative approach to purchasing AI compute capacity, stating, “Compute is the deepest business dilemma that the company faces.” He warned that buying too much can cause a company to financially overextend itself, while buying too little limits its ability to support customer inference and conduct R&D.
“We actually tend to buy on the low side. We buy relatively little compute for relatively low cost ahead of time,” Amodei said.
Comparing the strategy to buying an insurance policy, Amodei added, “If things go really well ... we have an opportunity to buy compute on the spot market. That costs more, but we're buying it in worlds where we're doing particularly well.”