DATAVISM
THE MANIFESTO
THE PROBLEM
Algorithms decide more of your life than you know. What you see, what you pay, what you’re offered, what you believe — computed for someone else’s profit.
You are not the customer. You are the product being optimized.
And now the machines that profile you write poetry. AI didn’t level the field — it tilted it further. The corporations that track you run frontier models on your data. You get a chat window and a subscription.
Meanwhile you’re told to “trust the algorithm” — while the algorithm is a trade secret, the data is locked away, and the manipulation is deniable by design.
THE SOLUTION
Datavism — the practice of turning data into evidence, and evidence into change.
We don’t teach you to code. The machines code now.
We teach you to command: to orchestrate AI, to ask the questions that break a cover story, to build pipelines with a co-pilot instead of a keyboard-decade, to check the machine’s work — because the machine lies confidently.
You learn by doing what the Underground does: real investigations on real data against real systems of manipulation. Your homework makes the digital world more transparent. Your capstone is not a certificate — it’s a case file in the Vault.
The same tools they use on you. Pointed back.
THE MISSION
Train a generation of Datavists — people who can make any algorithm explain itself.
Build the infrastructure of algorithmic accountability: a network of trained eyes, a growing archive of case files, an AI mentor — GHOST — that gets sharper with every graduate.
Keep the bootcamp open: free to learn, sliding-scale to join a cohort, funded by the mission — never by selling you.
When every citizen can analyze data, evil has nowhere to hide.
They track you. Learn to track back.
The revolution will be computed.
— The Data Underground