- Negative hyperscaler free cash flow reflects heavy reinvestment, not weak economics: operating cash flow is at record levels and accelerating.
- Semis recognize system revenue upfront, while hyperscalers monetize datacenters over a decade or longer; divergent FCF profiles reflect timing and business models.
- The author sees semis as especially attractive: NVDA is cited at roughly 100% growth and 10x, while fears of unsustainable profits look misplaced.
- Hyperscalers also appear undervalued given durable franchises, accelerating growth, and their essential role alongside semis in the AI buildout.
Investment pitches
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72 81 - Long-running, token-heavy agentic workloads could make memory the market’s biggest blind spot: long decode raises capacity and bandwidth needs while compression and quantization lose effectiveness.
- Author favors HBM/DRAM names including MU and SKHY, plus Samsung; current low-to-mid-single-digit P/Es look dislocated if demand outruns supply, sustaining pricing, margins, earnings, and NAND spillover.
- Historical supply-cycle analysis is a counterweight, but the author expects this cycle’s demand growth to exceed forecast supply growth for longer.
- NVDA’s integrated compute, networking, interconnect, rack architecture, and software may deliver superior full-system goodput as prefill/decode complexity makes isolated chip benchmarks less relevant; the author remains bullish.