How to Turn a Coin Flip Into Collateral

By @allquantor

Here is a basic truth about financial engineering: The ultimate goal of all financial innovation is to take something exciting, terrifying, and chaotic, and turn it into something so boring you can put it in a retirement account.

Right now, prediction markets are extremely exciting. You can log onto a platform, bet your life savings on who will be the next Prime Minister of the UK, and experience the visceral thrill of watching the numbers bounce around.

But if you look at a prediction market token from the cold, emotionless perspective of a financial system, it is a terrible asset. It is a defective product. It is exciting, which means it is useless.

The Anatomy of a Doomed Token

If you buy a share of Apple, you are buying a tiny piece of a living organism. It is a machine that invents phones and extracts money from teenagers. It can grow. The stock can go from $10 to $100 to $1,000. It has uncapped upside. It can also go bankrupt, but usually, a company takes a few years to slowly bleed to death, giving you plenty of time to sell.

If you buy a "YES" token on a prediction market, you are not buying a living organism. You are buying a math equation that is programmed to self-destruct on a specific Tuesday (or sometime before).

This creates a payoff profile that is fundamentally hostile to traditional investing:

• The Ceiling is Bolted to the Floor: A prediction market token pays out exactly $1.00 if the event happens. If you buy a "YES" token for 10 cents, the absolute best thing that can ever happen to you in your entire life is that it becomes worth a dollar. It will never go to the moon.

• The Asymmetric Nightmare: If you are 99% sure an event will happen, you have to buy the token for 99 cents. You are risking 99 cents to make a single penny. Your upside is capped at a fraction of a percent, but your downside is always a total wipeout.

• The Teleportation Problem (Cliff Risk): Normal financial assets move in a somewhat continuous line. A prediction market token teleports. The moment a news network calls an election, or a referee blows a whistle, the token instantly snaps to exactly $1.00 or $0.00. There is no recovery. There is no dead-cat bounce. If it goes to zero, it is dead forever.

The Collateral Crisis

Because of these features, prediction market tokens are completely isolated from the rest of the financial system.

In DeFi, the entire world runs on collateral. You deposit an asset like ETH or a stablecoin into a lending protocol, and you borrow against it to go do something else. Lenders are happy to take volatile assets as collateral, as long as they can sell them if the price drops. If your Bitcoin drops 15%, a smart contract automatically liquidates you, pays back the lender, and everyone goes home happy.

But nobody wants to lend you money against a prediction market token.

Imagine going to a bank and saying, "I would like a loan. Here is my collateral. It is currently worth $10,000, but at exactly 8:00 PM tonight, it will either be worth $12,000 or it will instantly vaporize into dust." The bank will rightfully call security.

A smart contract cannot liquidate a prediction token fast enough to save the lender, because the token doesn't slide to zero. It gaps to zero. You cannot build a robust financial ecosystem out of bricks that spontaneously explode. So, right now, prediction markets are single-use plastics. Money goes in, the event happens, the money comes out.

I CAN FIX HER

If finance has a single magic trick, it is pooling. If you have an asset that is uninvestable on its own, you put it in a blender with a thousand other uninvestable assets and you sell the smoothie.

A single prediction market token is a terrifying binary cliff. But a portfolio of a thousand different prediction market tokens is a smooth, continuous mathematical curve.

This is the incredibly optimistic, highly useful future of prediction markets. You will not log on and buy a "YES" token.

You will deposit your money into a Prediction Market Vault.

The vault will be run by an algorithm. The algorithm does not care about politics, or sports, or pop culture. It cares about the Kelly Criterion and expected value.

1. It takes your money and buys tiny fractions of thousands of uncorrelated markets.

2. It acts as a market maker, earning the spread between buyers and sellers.

3. It enforces strict drawdown controls. Because it holds a thousand different bets, the cliff risk of any single event resolving to zero is completely neutralized.

4. As old markets resolve and pay out, the vault automatically rolls the capital into new markets.

By doing this, the algorithm fundamentally transforms the asset. You no longer hold a single-use gambling ticket. You hold a share in a perpetual yield machine.

This new asset has uncapped upside, because the vault just keeps compounding its wins and collecting trading fees forever. It has no cliff risk, because the bets are perfectly diversified.

And most importantly: It becomes perfect collateral. Because the vault is a broad, stable pool of capital that generates a steady return, you can suddenly take your "Prediction Market Vault Share" to a DeFi lending protocol and borrow against it. The lender knows the vault is structurally designed to never go to zero overnight.

This is the beautiful irony of financial market structure. We built a massive, decentralized, global casino where people can gamble on the most chaotic events in human history. And we did it just so that we could eventually package those bets into a boring, 8% index fund.

The gambling is just the raw material. The structure is the product.

P.S we building such vaults at ZEIT