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The Inside Analyst's avatar

Thank you for sharing your insights, this is a fantastic breakdown in my view — especially the discussion around yields, tool spend and margin impact. I recently looked at Intel by connecting how margin recovery, capex intensity and free cash flow interact across these phases, and it’s striking how different the picture looks when you follow the cash mechanics alongside the manufacturing narrative.

Andy Liao's avatar

This is so fascinating, Jason—could you elaborate a bit more on how CPUs are becoming central to compute infrastructure as agentic workflows take center stage? To what extent does this shift mirror the structural transformation we’ve seen in memory, where HBM has moved from a commodity-like market to a high-value-add segment, and do you see CPUs playing a similar “brain” role in commanding the agentic future of AI? Also, on a related note, what about embodied and physical AI—what roles do CPUs play there, and are there untapped market opportunities? I always enjoy your insights, and I find it hilarious that you’re invested in Intel!

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