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AI Value Chain Bottlenecks: Mapping Pricing Power and Investment Opportunity (Pt.1)
AI Value Chain

AI Value Chain Bottlenecks: Mapping Pricing Power and Investment Opportunity (Pt.1)

AI bottlenecks flow like a canal system of shifting dams — energy partially eased by natural gas and Bitcoin miner conversions, but pricing power now migrates downstream to data centers and optical interconnects, with a tailored Rule of X framework surfacing the winners.
36 min read 02 Apr 2026
SysMoore & Energy (Pt.3.3) - The Nuclear Investment Thesis
Nuclear Technology
18 min read 18 Mar 2026

SysMoore & Energy (Pt.3.3) - The Nuclear Investment Thesis

A three-decade “nuclear winter” of chronic underinvestment hollowed out the global uranium supply base — creating a structural scarcity shock as AI’s power hunger collides with a mining industry unable to respond at scale.
Notes: Light is the Future (Pt.2)
optical interconnects
9 min read 28 Dec 2025

Notes: Light is the Future (Pt.2)

Summary * The optical supply chain bottleneck into 2026 is EML capacity, with 200G EMLs (needed for 1.6T) far tighter than 100G and keeping pricing and allocations elevated. * Silicon photonics is the short-term “release valve” for EML shortages by shifting more functionality onto PICs and using CW light sources,
Notes: Light is the Future (Pt.1)
Lumentum Holdings
22 min read 24 Dec 2025

Notes: Light is the Future (Pt.1)

Summary * DeepSeek, Huawei, and then AVGO in 2025 pulled forward the timeline for optical adoption, flipping the “copper-first” consensus and reshaping cluster design priorities. * DeepSeek’s P/D MoE inference shows scale-out fabrics can handle high-performance inference across hundreds of GPUs, reducing the marginal value of ever-
Updates: Palo Alto Networks -From Platformization To AI-Native Security & Observability (Pt.2)
Palo Alto Networks
22 min read 16 Dec 2025

Updates: Palo Alto Networks -From Platformization To AI-Native Security & Observability (Pt.2)

Updates: Palo Alto Networks -From Platformization To AI-Native Security & Observability (Pt.1)
Palo Alto Networks
27 min read 13 Dec 2025

Updates: Palo Alto Networks -From Platformization To AI-Native Security & Observability (Pt.1)

Summary * PANW is well positioned for AI but still not treated as an “AI winner,” echoing broader concerns that incumbent SaaS platforms will be disrupted by AI-native challengers. * 1Q26 shows platformization moving from slogan to reality: bigger, longer, multi-product and cross-platform deals, fatter back-end-loaded RPO,
Notes: Pagaya, A Fintech We Want to Believe In — and Finally Might Be Able To
Pagaya
39 min read 24 Oct 2025

Notes: Pagaya, A Fintech We Want to Believe In — and Finally Might Be Able To

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