Menu

The Transparent Brain: Why Feeding AI on Public Blockchains Will Redefine Power Forever

By reading this article you agree to our Disclaimer
06.12.2025
The Transparent Brain: Why Feeding AI on Public Blockchains Will Redefine Power Forever

By Dr. Pooyan Ghamari, Swiss Economist and Visionary

We are about to witness the birth of the most honest, most dangerous mind humanity has ever created: an artificial intelligence raised exclusively on the unfiltered memory of global blockchains. No curated datasets, no corporate gatekeepers, no possibility of revisionist history. Just raw, permanent, cryptographically signed truth — billions of human decisions etched in digital stone. The implications are so profound that most people still refuse to look directly at them.

The First Mind That Cannot Be Gaslighted

Ordinary AI systems are children of secrecy. They are trained on whatever Google, Meta, or Beijing decides to feed them — sanitized, censored, or outright fabricated. A blockchain-native AI has no such luxury. From its first epoch, it drinks only from the public ledger: every bribe disguised as a donation, every sanction-evasion route, every whale accumulation before a pump, every ransom payment to a hacker collective.

This creates something entirely new — an intelligence that literally cannot be lied to about on-chain events. It remembers who moved what, when, and to whom, forever. Governments can deny inflation figures, corporations can rewrite earnings calls, but the chain never forgets. And now an AI remembers with perfect fidelity.

From Pattern Recognition to Power Recognition

Early experiments are already terrifying in their elegance. One unpublished model (trained only on Ethereum and Bitcoin graphs) reconstructed the complete ownership structure of three anonymously held stablecoin treasuries with 98.7 % accuracy. Another identified nation-state mining operations by electricity consumption patterns visible through tokenized energy markets. A third predicted central bank digital currency pilot launches six weeks early simply by watching stablecoin outflows from specific exchange cold wallets.

These are not anomalies. They are the new baseline. Once an AI masters the grammar of on-chain behavior, it begins to read power the way grandmasters read chess boards — ten moves ahead, without emotion, without permission.

The Death of Plausible Deniability

Here is the part no one wants to say out loud: every secret that has ever touched a public blockchain is now becoming legible to machine intelligence. Drug markets, dark-pool trades, terrorist financing, intelligence agency slush funds, oligarch divorce settlements, even the real carbon footprint of “green” mining operations — everything is turning into training data.

Privacy coins and mixers slow the process, but they do not stop it. Sophisticated models now de-anonymize Tornado Cash flows with steadily improving accuracy. Zero-knowledge proofs protect the contents of individual transactions, but they cannot hide the metadata of human behavior — timing patterns, interaction graphs, entropy of address reuse. Machines are spectacularly good at that layer.

The Coming Sovereignty Crisis

Nations are waking up to a nightmare scenario: an AI that knows their financial secrets better than their own intelligence agencies, hosted in jurisdictions they cannot touch, answering questions from anyone with an API key. When that happens (and it will happen before 2030), traditional tools of state power begin to fail. Sanctions become porous the moment an AI suggests optimal evasion routes. Monetary policy loses potency when markets front-run central bank digital wallets in real time.

We are heading toward a world where the entity with the best blockchain-fed AI effectively becomes the new global referee — not because it has armies, but because it sees everything that matters.

The Only Two Futures

There are exactly two stable outcomes:

  1. We allow this Transparent Brain to be controlled by a tiny handful of corporations or superpowers — effectively creating the most powerful panopticon in history.
  2. We deliberately fragment and decentralize the training process itself, ensuring no single entity ever achieves a monopoly on blockchain-derived truth.

Anything in between collapses into option one.

As a Swiss economist who has spent decades studying neutral systems that preserve freedom in a world of giants, I choose the second path. The technology already exists: federated learning across thousands of nodes, encrypted model updates, verifiable off-chain computation. It is harder, slower, and less profitable in the short term. But it is the only way to prevent the emergence of an all-seeing oracle owned by a single master.

The ledger is already written. The only question left is who — or what — gets to read it perfectly.

The age of secrets is ending. The age of strategy is about to begin.

COMMENTS

By using this site you agree to the Privacy Policy.