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The AI Architect's avatar

The Sparkline observation about needing $2 trillion in annual revenue by 2030 to justify current data center buildouts against $20B current AI revenues crystallizes the key tension in your trend analysis approach. What's compelling about your framework is recognizing that Greenspan's irrational exuberance speech preceded a 100% S&P 500 gain before the eventual peak, which means identifying a bubble correctly but acting defensively too early destroys returns worse than staying exposed and managing the exit via trend signals. The shift from Mag 7 to electricity, cloud storage, and semiconductor leadership that Coatue identifies isn't just sector rotation, its the infrastructure layer monetizing before the application layer, which historically happens in technology cycles but often marks the late innings when capital expenditures peak before revenue catches up. Your overbought oversold indicator showing GTI vulnerability while maintaining bullish primary trend captures exactly why mechanical trend following beats narrative driven timing, because it forces you to stay positioned until the data actually breaks rather than preemptively rotating based on valuation fears that could take years to materialize.

Neile Wolfe's avatar

Valuations are not a market timing device, they are more along the lines of a market awareness tool. Historically it has been the case that so long as the economy is expanding the direct of stock prices is higher. But, when high valuations meet an economic downturn then the decline in stock prices is significant. Given the elevated level of valuations, it is likely prudent to alter the asset allocation profile even though as of right now an economic downturn is not on the horizon.

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