Sponte Institute  ·  A briefing before we speak

CLAIM DENIED.ACCOUNT FROZEN.POST REMOVED.

No reason given. No one to ask.

A system that has never met you is deciding what you are allowed to do.

Your health · 2022

One American insurer’s system rejected 300,000 claims in two months. Average review: 1.2 seconds.ProPublica, from internal records. The insurer disputes it.

Your money · 2022

Canada froze about 260 bank accounts in nine days. No court order was required.Testimony to Canada’s Parliament.

Your voice · 2024

One platform’s automated filters removed millions of posts a day. By its own count, one or two in ten were mistakes.Meta, January 2025.

This is not a glitch. It is a hundred-year-old idea, and almost no one knows its history.

The idea is that a society runs best when a few people with enough information decide for everyone else. The Soviet Union was built on it. When it failed, its believers said what had been missing: enough data, and enough computing power.

1965
Oskar Lange · leading socialist economist

Put the planner’s equations on an electronic computer, he wrote, and the answer arrives “in less than a second.”

2016
Jack Ma · founder of Alibaba

With big data and artificial intelligence, he said, we can “finally achieve a planned economy.”

Half a century apart, the same promise. The only thing that has changed is that the computer now exists.

It will not arrive as socialism. It will arrive as efficiency.

We won the Cold War and kept the other side’s mathematics.

maximize f(x)
In plain words: pick a goal, then calculate where everything and everyone should go.

We spent six years documenting this history. Read “The Greatest Story Never Told.”

In that equation, f is a goal someone else chose. x is you.

What we found

We spent decades running money. In 2020 the economy shut down and the market hit record highs. It took us six years to trace why, and the trail ended at that equation.

It needs two things no one can have.

A goal that is known in advance, and a complete list of what is possible. Free people change both every day. That is not noise in the system. It is how anything new arrives.

Two economists, Ludwig von Mises and Friedrich Hayek, warned of this a century ago. They were right, and they lost anyway: they argued in words, and the other side had equations.

We believe their warning can now be proved, in mathematics the other side cannot dismiss: no intelligence, however large, can do this calculation for a free society.

We have the core of the proof. It is not yet complete or published. We will take you through its central argument when we speak.

None of this is a case against AI. It is a case against one use of it: the centre deciding for everyone.

What Sponte does

Prove it.

Finish the proof and put it in front of the people most able to break it. If it stands, a hundred-year argument is over.

Replace it.

Write the economics that comes after: the one students, investors and central bankers learn next, built on people who choose rather than variables that are set.

Build with it.

Give the people building AI a different blueprint: machines that answer to the person holding them, not to a centre directing everyone.

If we are right, freedom stops being an opinion some people hold. It becomes the result.

The planners’ idea won because it had a room. So did the answer.

1932
Colorado Springs

A handful of economists and one investor’s money. Their mathematics now runs central banks, markets and machines.

1947
Mont Pèlerin

Fewer than forty people in a Swiss hotel, gathered to save the case for free markets. Eight Nobel Prizes and the revival of the 1980s followed.

2026
Sponte

This one is being assembled now. You are reading this because we would like you in it.

sponte

Latin: of one’s own accord. Not planned. Not optimized. Not permitted. Chosen.

One question to bring to the call: if this can be proved, what should be built on it?

The founders, Sponte Institute