Independent Analysis | Three Douglas, LLC
The Notes

The free library, organized by altitude.

Power goes in at the bottom, tokens come out at the top, and the consequences run downstream. Every note sits somewhere on that map.

Start here

The reading order that builds the argument, if you are new.

2The Token Tollboothwhere the value settles
3The Fourth Legthe miss, and the next constraint
4The February Call, Six Months Ona real call, graded, miss included
5The Recordhow it has actually gone

The month ahead

Timely notes that map the calendar to the scoreboard.

September 7, 2026 · Deal analysis

The Shovel-Seller Buys the Map of the Mine: NVIDIA's $12.93 Billion for Hugging Face

Financially immaterial, strategically the purchase of the industry's default model distribution point. The whole analysis rides on one promise: the platform stays open. We state the falsifier plainly.

September 2, 2026 · Earnings reaction, published same night

Broadcom Clears the Bar: The Demand Ratio Gets a Quarter of Evidence in Its Favor

AI revenue beat the guide, the Q4 AI guide accelerated 30 percent sequentially, and the stock fell anyway. Scored against the decision tree we published before the print.

August 31, 2026 · Market Note

The September Setup: A Month of Tests for the Scoreboard

Ten dated catalysts in the month ahead, each mapped to the published break condition it could trigger.

The economics of intelligence

What the AI era is, and who collects when it matures.

July 27, 2026 · Framework

The Three Waves of AI and the $250 Billion Question

The spine framework: the ASI race, the smart-cheap-fast wave, physical AI, and our analysis of the reported NVIDIA guarantee behind OpenAI's largest data center.

August 30, 2026 · Framework

The Token Tollbooth: Where AI's Value Settles When the Waves End

The economy has begun buying intelligence the way it buys electricity, metered and in compounding volume, and the toll collectors are the four platforms that own the flywheel.

The hardware cycle

The machines underneath, and the constraint that moves.

August 30, 2026 · Company coverage

NVIDIA's $96 Billion Quarter: What the Print Settled, and What It Didn't

A 106% growth quarter, a supply-capped 70% guide, the backstop's actual terms, and the negatives the bulls should not skip. Five break conditions published.

August 31, 2026 · Framework

The Fourth Leg: Where the AI Trade Goes After Memory

We missed the memory re-rate and published the post-mortem. Constraint migration, where the next underpriced leg sits, and the bear case against our own answer.

Power

The buildout's binding constraint is electricity.

August 30, 2026 · Framework

Powering Intelligence: The AI Buildout's Next Bottleneck Is Electricity

Technology-agnostic, timeline-desperate buyers; a fission window from 2028 to 2035; and fusion as the hedge, not the replacement.

The consequences

What happens downstream if the machines work.

August 31, 2026 · Framework

The Displacement Cascade: What Happens If AI Empties the Office

Six orders of consequence if AI displaces white-collar work at scale, with the framework's own miss owned in the text and six break conditions.

From the archive

Older work, republished and graded.

August 31, 2026 · Retrospective

The February Call, Six Months On

Our February thesis republished in condensed form and graded leg by leg: what was right, what was early, and the miss by omission we own on the record.

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The scoreboard

The pages where we grade ourselves.