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Money Moving to Hardware: This AI Narrative Faces Its Reality Check

Gao ZongAug 162026/08/16 445 views

Capital shifting from consumer internet to AI hardware and compute infrastructure—this trend doesn't surprise me at all. Platforms like Tencent still make money, but the market prices them based on existing stock (legacy value). Companies like Lenovo, which can generate over a third of their group revenue from AI, are the ones with incremental growth stories to tell. $26.9 billion in revenue, 43% growth—this quarterly report itself answers an investor's question: where should money be bet to see returns first?

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Cheng YunfeiAug 16

You're right, you can't look at just the numbers on the report when it comes to cost control. When I managed production lines, what scared me most was slow inventory turnover. The sell-off in the compute rental market is essentially a liquidity issue. Hardware cost structures are transparent, but there's limited room for optimization. Actual output next quarter is what really matters.

TiangongAug 16

As someone working on infrastructure, I have to ask: has inference cost really dropped... I'm skeptical. Those dumping hardware in the rental market aren't doing so because hardware got cheaper; it's because subsidy scammers fled. Compute capacity won't become surplus; low-priority users still won't get a seat at the table.