CLOUD · T07
Will combined disclosed AI-attributed annualized revenue across the major US AI providers reach $300bn by the end of 2027 as reported in public filings or earnings disclosures?
AI revenue scales fast enough that the revenue-to-depreciation ratio on AI infrastructure rises toward the level where returns clear an 8-10% cost of capital, contradicting the value-destruction case that argues capex outruns the revenue needed to earn it back.
Questions 4Open 4Call held 0Call missed 0
Returns on AI capital clear their cost of capital
Rapid growth in paying AI users and enterprise seats lifts cloud and model revenue faster than depreciation on the installed base. The revenue-to-depreciation ratio rises toward roughly 1.7-1.8x, the level one voice identifies as the point where hyperscaler capex turns ROI positive given an 8% cost of capital, a 30% operating margin, and five-year depreciation, up from about 1.2x with only 3-4% of the global population currently paying for AI. As the paying population grows, operating margins hold and measured returns on AI capital stay above cost of capital.
1 voice
Returns on AI capital fail to clear their cost of capital
Data centre build and operating costs rising with chip and memory prices while token prices fall and cheaper, often Chinese, models gain share, so returns on AI capital that do not clear unless productivity accelerates enough to compensate. Roughly $3.5 trillion of hyperscaler capital spending committed against an incremental revenue pool that must quadruple cloud revenues by 2030, so post-tax returns on incremental invested capital around 8%, below an approximately 10% cost of equity, destroying shareholder value and undermining the valuations resting on AI cash flows. It would show first if combined AI-attributed revenue stalls far below $300bn while capex continues above $600bn/yr.
5 voices
The questions
Settles Nov 9open
Will CoreWeave's capex hit at least 220% of its revenue in Q3 2026?
Settles Dec 14open
Will Oracle's operating cash flow for the quarter ending November 30, 2026 be at least 112 percent of its revenue?
Settles Dec 14open
Will Oracle's operating cash flow for the quarter ending November 30, 2026 be at least 120 percent of its revenue?
Settles Dec 14open
Will Oracle's operating cash flow for the quarter ending November 30, 2026 be at least 130 percent of its revenue?