In the span of a week, Chinese tech startup DeepSeek has upended
the global AI industry and left Silicon Valley execs reeling.
DeepSeek's AI capabilities rival those of OpenAI's
ChatGPT, but at a fraction of the cost. But what really rocked the
market was its efficiency, which reduced the GPU and power needed
by multiple factors. Tech experts and pundits are digging into
DeepSeek's reasoning logic, hardware used, and training time
required to verify the efficiency gains—but this nonetheless
appears to be a remarkable breakthrough.
Until this past week, the tech industry believed that to build
bigger and better AI systems, companies would need to spend
billions on massive data centers to provide the necessary computing
power the models require. This led to exploding demand for land,
water, and power to enable construction and operations. Data center
cost models factored in many variables including improvement in
cooling capability, increased chip efficiency, and
