ai推理带来的隐藏存储成本
企业难以跟上ai推理产生的数据，这可能会带来远超输出文件大小130倍的数据。这一隐藏成本可能会超过计算预算。
ai inference creates a significant data storage challenge for enterprises. for example, an 8-second ai-generated video clip can leave behind over 500mb of associated data, a 130x increase over the output file size. as inference scales, the data footprint grows, with mckinsey projecting ai inference demand to grow at a 35% cagr through 2030. a recent survey found that 95% of respondents reported an increase in data volume due to generative ai, with 61% reporting growth of 25% or more. this hidden cost can outpace compute budgets, making storage a critical infrastructure cost that requires attention.