A Mathematician Lurking in the TechUnderWorld

A Mathematician Lurking in the TechUnderWorld

Anthropic Is the Only Real Winner in the AI Race

Paradoxically, by building a global currency instead of a pure AI company

Jose Crespo PhD's avatar
Jose Crespo PhD
Mar 04, 2026
∙ Paid
The First Universal AI Coin Running on Anthropic’s Global Infrastructure. Figures, animations, diagrams, and plots were created by the author using Stable Diffusion, Blender, and Python libraries.

The New AI Land Nobody Saw Coming

While the rest of the AI industry spent the last three years in an arms race over who could build the best chatbot Anthropic was doing something very different.

They were building infrastructure.

Not a better LLM. Not a flashier chat interface. They flipped the revenue model inside out — 85% API, 15% chatbot — and built the plumbing underneath. So quietly that most of the industry didn’t realize what it was looking at until it was already running in production.

For years, Anthropic was seen as the company that couldn’t compete with ChatGPT, too niche, too expensive, too cautious, too obsessed with safety to matter. A second-tier chatbot maker losing the consumer war.

But nobody asked the obvious question: why would a losing company spend its time building governance frameworks, open protocols, and multi-cloud settlement rings instead of chasing subscriptions?

Because Anthropic wasn’t playing the chatbot game.

It was building something underneath it: something designed to make the chatbot game itself irrelevant. Meanwhile, OpenAI and Google kept squeezing a dried lemon: wringing the last performance gains out of the LLM paradigm and chasing diminishing returns.

So let me show you how Anthropic began to win the AI race and why you should care about it.

In fact, by the end of this article, you’ll understand why those moves are already changing the structure of the AI industry — and why those who recognize it early hold the best position in the global AI shift now underway.

The golden age of the LLM paradigm is over, the ground has already moved beneath it. You’ll see for yourself, from the solid arguments laid out in this article.

I’ll start by summing up Anthropic’s recent strategy in just six moves that that caught everyone off guard — and almost everybody completely misread. Not anymore for you.

Read the middle column first, then the right:

Chart 1. The Six Moves Catching Everybody Off Guard. Six infrastructure moves between 2022 and 2026 — each one misread by the industry as a weakness or a niche play. The left column shows how the moves were interpreted at the time. The right column shows what Anthropic was actually building. Read them in sequence.

Anthropic Has Already Won the Game

Those six moves expose something most people still miss: the LLM was one piece. Not the centerpiece. Anthropic’s main focus has never been Claude the chatbot: it’s the AI infrastructure on which the future of AI runs, well beyond those fancy chat windows.

And that AI infrastructure is, at its core, a transaction infrastructure. You’ll see why this kind of infrastructure is crucial for the success and evolution of the true strong, trustable AI that we still don’t have.

To start realizing its importance, take history as an example: every technology that outlasted its hype cycle did it the same way. The internet was real in 1999 and still crashed… not because the technology failed, but because there was no infrastructure to settle value autonomously. It recovered only after transaction layers made value flow without a human in the middle.

Chart 2. Anthropic’s Infrastructure, Seen as a Transaction System.This diagram shows Anthropic’s infrastructure from a different perspective: not as a chatbot stack, but as a transaction system that is already five-sixths complete. Anthropic scores 5/6 operational layers. Google and OpenAI each score 1/6. Crypto systems score 0/6. The single yellow cell — agent-to-agent transactions — is the missing layer and the central argument of this article.Sources: Confluent / SiliconAngle (Jan 2025) · Metronome 2.0 Series C (Oct 2024) · Anthropic Constitution (CC0) · Anthropic–Google TPU deal (CNBC, Oct 2025) · Anthropic–Microsoft / Nvidia $30B Azure partnership (Tom’s Hardware, Nov 2025) · OpenAI–AWS $38B deal (Nov 2025) · Sacra $14B ARR (Feb 2026) · Anthropic blog, 300K+ business customers (Oct 2025).

The first proof of AGI is the automatization of the financial transaction themselves and Anthropic has already checked 5 out of 6 boxes

And now with this novel AI infrastucture we are heading exactly to that spot right now. You can check it yourself: The models work. The capabilities are genuine.


Behind the paywall: The first global AI currency. The three degeneracies hiding inside every neural network alive — including Claude. A theorem from 1876 that proves your neurons have been crippled. The exact geometry that fixes it. Anthropic's own papers proving they're already looking for it. And why their infrastructure is one layer away from something nobody else has seen coming. Subscribe now and dont skip what brings you a unique advantage in the AI race

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