Meta jumped 11%. What must happen next to justify the price?
A member research report on Meta’s AI rally: Muse, subscription economics, the cash-flow burden, legal costs and the earnings assumptions behind the new price.
Every issue, in one place.
Macro analysis, capital-flow breakdowns, and the stock recommendations behind each thesis. Free issues are open to everyone; members unlock the full archive.
NVIDIA’s growth has a financing bill
Sales up about 18% on the prior quarter, receivables up about 55%, supply commitments at $279 billion. What NVIDIA’s financing bill means for the price you pay.
Members
Seagate: More Terabytes, Better Economics
Seagate’s capacity-density thesis as of January 28, 2026, separating known qualifications and financials from an uncertain next phase.
Members
Sandisk: NAND Pricing Meets a Better Product Mix
Sandisk’s NAND pricing, BiCS8 and enterprise qualification as of December 1, 2025, and why that was already a late entry.
Members
Newmont and the gap between a gold rally and shareholder cash
Whether Newmont’s portfolio simplification and cost control could turn stronger gold economics into cash, as the evidence stood on February 23, 2026.
Members
The HBM Capacity Trade
Micron’s HBM capacity thesis as the evidence stood on December 18, 2025.
Members
Lumentum and the economics of faster optical links
What Lumentum’s optical recovery looked like on February 6, 2026, and a plain test of whether the signal was early.
Members
Lam Research and the economics of harder-to-build memory
What Lam Research’s NAND conversions, manufacturing complexity and cash conversion showed on January 30, 2026.
Members
Intel’s manufacturing option needs a cash-flow bridge
What Intel’s recovery evidence showed on January 23, 2026.
Members
GE Vernova and the value of delivering dependable power
GE Vernova’s gas power and grid economics as of January 29, 2026, and why this was already a recognized trade by then.
Members
Comfort Systems and the scarce capacity behind AI construction
Whether Comfort Systems’ backlog and cash conversion looked investable on February 20, 2026.
Members
AMD’s server franchise can finance a second AI platform
What AMD’s CPU and accelerator evidence showed on February 4, 2026.
Members
Issue 06: Who keeps the profits from AI's photonics buildout?
A detailed photonics investment study covering five companies, optical architectures, manufacturing yields, reliability, cash conversion and valuation. Includes worked models and the evidence that would strengthen or break the thesis.
Members
Issue 05: NVIDIA Is Building the Credit Market for AI
NVIDIA has found a way to turn knowledge of its own roadmap into a lower cost of capital for its customers. The result could move AI infrastructure from venture equity into private credit, insurance balance sheets and securitized debt.
Members
Issue 04: Citadel Bought Time at a 10% Discount
The buyer did not need a better AI forecast. Citadel was paid to provide liquidity when Situational Awareness could no longer finance the path to its own long-term thesis.
Citadel bought the AI fire sale. The seller had run out of time.
Up 439% in the first half, down about 67% in July: how an AI hedge fund ended up selling a roughly $16 billion stock book to Citadel at a discount.
Members
Issue 03: The AI bill is arriving late to earnings
Four hyperscalers invested almost four dollars in first-quarter infrastructure for each dollar of depreciation. The spending can still earn an excellent return, but the next margin test is already visible.
Members
Issue 02: The AI Capex Shock
Where the next AI infrastructure dollar goes, which bottlenecks can retain pricing power, how the boom is being financed, and what could break first.
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