Meta's capex spend is only justified by a 6-8% bump in ad accuracy, which isn't enough. They need to transform into a subscription/cloud play or watch the multiple adjust lower. M…

Micron supplies high-bandwidth memory (HBM) which remains the critical bottleneck for AI infrastructure; whatever component is the bottleneck commands pricing power and outsized v…

Agent loops and harnesses run heavily on CPUs for orchestration, data transformation, and tool use, creating renewed enterprise CPU demand that benefits AMD.

Same CPU bottleneck dynamic benefits Intel alongside AMD as enterprises need more CPU compute for agent orchestration workloads.

Operationally it's hard to be a data center operator; permits, power, and supply chain all matter. Nebius differentiates with inference software (AWS-style) built on top of the ca…

TSMC has already invested $40-60B in Arizona fabs and is committed to a total of $150B. The sovereignty/onshore-manufacturing trend toward American fabs is massive and benefits TS…

Anthropic created Meta-equivalent value in 6 years; but frontier model providers only stay relevant if they keep pushing the frontier. If there is no new capability in 6 months, t…

An N-of-1 company building space infrastructure for connectivity. The Starlink-like network is structurally unique; Anthropic and OpenAI can replicate each other, but SpaceX can't…

Jensen Huang is extreme in his truth-seeking: a $5T market cap and $500B of guaranteed revenue over two years, yet he operates as if they were 30 days from going out of business.…