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Broadcom CEO Hock Tan highlights a critical divergence between hyperscaler hardware profitability and the unproven unit economics of frontier AI labs, warning that current valuations rely on speculative revenue extrapolation rather than sustainable operational costs. The industry faces a pivotal test where massive capital expenditure on training and inference must eventually convert into paying customers to avoid a potential correction in the sector's growth trajectory.
‘They are in a casino’: Broadcom is making billions off the AI boom, but CEO Hock Tan said many AI investors have ‘no clue’ what they’re investing in

Tan warned that investors are betting on AI companies that might not end up profitable, and that companies are “wasting money” on AI experimentation.
Hyperscalers are pouring billions into data centers, and Broadcom, which designs custom AI chips for them, has been one of the biggest beneficiaries. The company has generated about $68 billion in AI semiconductor revenue since late 2023, according to its earnings reports. In its fiscal third quarter, which ended Aug. 2, AI semiconductor revenue more than tripled from a year earlier…
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