Broadcom chief calls AI investment a casino-like gamble while eyeing $230bn chip sales

Those words carry added weight because Tan leads one of the companies that has profited most from the AI surge, and they could push investors to sort out businesses with demonstrable AI returns from those riding on speculative demand. With financing flagged as the potential bottleneck, attention shifts from chip supply toward credit, bringing AI-related debt deals, lessor structures and the balance sheets of cash-hungry model developers into sharper focus. Broadcom helped arrange the $60 billion Anthropic-linked financing, which introduces counterparty exposure to its profile — a risk the market could start pricing in. For chip shares the takeaway cuts both ways: demand is not in question, yet doubts about customer profitability and funding cast a longer-term shadow over forecasts.

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The pick-and-shovel vendor observes that much of the crowd digging for AI gold has little idea what it is searching for — and he is now extending loans so they can keep at it.

Summary:

• Bloomberg reported that Broadcom CEO Hock Tan, speaking in Singapore on Monday, said many AI investors have little grasp of what they are investing in and likened the behaviour to casino gambling
• Tan equated firms tinkering with AI to kids racing through arcade tokens and gaining nothing, and cast doubt on OpenAI's long-run profitability even though its annualised revenue sits near $50 billion
• AI semiconductor revenue at Broadcom roughly tripled in the fiscal third quarter to about $17 billion, with around $22 billion expected in the fourth quarter
• Tan projects annual AI chip revenue climbing about four times from roughly $58 billion in the current fiscal year to $230 billion by fiscal 2028, counting OpenAI and Anthropic among key clients
• He cautioned that the industry's biggest bind could be financing availability rather than shortfalls in memory chips
• Per the Financial Times, lenders started syndicating a $60 billion AI financing package last week linked to Anthropic's lease of chips designed by Google, among it $42 billion of loans supported by Broadcom's credit rating

Hock Tan, Broadcom's chief executive, has cautioned that a large share of investors rushing into artificial intelligence are unsure what they are buying, equating the surge with a casino — all while his firm predicts AI chip revenue hitting $230 billion annually by fiscal 2028.

At a Monday gathering in Singapore, per Bloomberg, Tan remarked that many investors have "no clue" what they are putting money into. Expectations had reached a very extreme level, he said, and investors were discovering that AI investing felt nearly like gambling. Tan further asked whether firms are deriving genuine value from the technology, drawing a comparison between companies trying out AI and children who burn through arcade tokens fast and pick up no lessons.

His doubts also reached the vendors of AI services. OpenAI's annualised revenue of roughly $50 billion in September indicated robust demand, Tan acknowledged, but he contended that its massive training expenses offer scant evidence of lasting profitability.

The remarks are striking given that few companies have benefited from the AI spending wave as much as Broadcom, a maker of custom AI chips and data centre networking gear for clients such as OpenAI and Anthropic. Fiscal third-quarter AI semiconductor revenue came in around $17 billion, more than triple the year-earlier level, and the fourth quarter is expected to bring roughly $22 billion. Tan sees annual AI chip revenue rising about fourfold from some $58 billion this fiscal year to $230 billion in fiscal 2028. A portion of that growth rests on OpenAI — the very enterprise whose route to profitability he has now questioned.

Tan argued that access to capital, more than memory chip scarcity, could soon be the industry's tightest constraint. Broadcom is increasingly taking part in funding the expansion itself. According to the Financial Times, banks began syndicating a $60 billion AI financing package last week, tied to Anthropic's lease of Google-designed chips, which includes $42 billion of senior loans backed by Broadcom's credit rating. Deals of this kind can convert chip demand into revenue, yet they leave Broadcom carrying extra financial risk should customers fail to honour their obligations.

Tan's comments intensify a dispute that has trailed the AI trade for months. If demand for computing power is certain, the open question is whether the firms purchasing it can produce the returns and the financing required to keep paying. Broadcom's next earnings report will be watched for clues about how its financing exposure is shifting and whether customer commitments are still intact.