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The next AI infrastructure test is less about headline demand than where that demand converts into durable economics. Lumentum, CoreWeave, Coherent, Applied Materials and Cisco span optics, cloud capacity, chip equipment and networking, giving investors several views of the same spending cycle. My read: orders alone may not settle the debate. Revenue conversion and margin support will matter more, because they reveal whether capacity investment is translating into pricing power or merely higher volume. SpaceX’s Aug 20 eligibility event adds a separate liquidity check, with another ~7% of locked shares potentially entering the market. Not advice, just analysis. #AIInfraEarningsWatch