LibraryData and agents2018Design paperCorpus record
Augur: a Decentralized Oracle and Prediction Market Platform
Augur. Jack Peterson, Joseph Krug, Micah Zoltu, Austin K. Williams, Stephanie Alexander.
The Augur paper: prediction markets whose outcomes are reported by token holders, with a dispute ladder that can escalate a contested result. It is both a market design and an oracle design. The historic library already holds Gnosis. Augur is the other canonical public prediction-market paper and was not in that set.
Augur's paper specifies a prediction market whose outcomes are reported by token holders, with a dispute ladder that can escalate a lie toward a fork of the market itself.
The five-minute read
A prediction market needs a referee
The contract can hold the stakes. It cannot watch the world and decide who won. Augur's referee is a reporting and dispute process, not a named person.
Reporting is a bonded claim
A reporter stakes on an outcome. If nobody disputes, that outcome stands and the market resolves. The bond is the cost of a casual lie.
Disputes escalate
A challenger posts a larger bond. Rounds continue until the stake at risk is large, up to a fork in the paper's full design. The ladder is how a cheap market and a high-stakes market share one system.
A fork is the nuclear step
Token holders split into universes, one per contested outcome. The market the paper believes in is the universe people choose to keep using. That is a social finality, and the paper says so.
Markets can be about anything reportable
The paper's neutrality about subject matter is a design choice with legal and ethical consequences. It is not a technical requirement of the dispute ladder.
One action, walked through
- A market is created with a question, an end time, and a designated reporter.
- Traders buy and sell shares in outcomes. The price is the market's probability only if the resolution process is trusted.
- After the end time, the reporter submits an outcome with a bond.
- During the dispute window, anyone can challenge with a higher bond. Further rounds raise the amount.
- If the dispute reaches a fork, token holders migrate to the universe they believe, and the market resolves in the universe that retains participation.
The argument, unpacked
The price is only as good as the referee
A clean automated market maker on top of a corruptible resolution is a clean market for a crooked question. Augur's contribution is to spend its design budget on resolution. A study that explains the trading curve and skips the fork has skipped the paper.
Forks are credible only if the token matters
Migrating to a universe is a punishment if the token and the future fee stream have value. If they do not, a wealthy liar can outlast the ladder. The security is circular in the way many cryptoeconomic systems are, and it should be described as circular rather than as solved.
Designated reporters are a convenience and a target
They make ordinary markets resolve quickly. They also mean the first report is one party's job. The dispute window is what keeps that from being the whole trust model. A market with a reporter and no realistic disputers is a centralised call in a decentralised costume.
What has to be true
- Some set of holders will dispute a false report before the window ends.
- The question is specified tightly enough that honest reporters agree. Ambiguity forks honest people.
- The cost of a fork is real to the attacker and survivable for the system.
- Traders understand that a share pays out only after this process, not when the newspaper headline appears.
What happened after the paper
Augur launched on Ethereum, saw thin liquidity, and later revised the token and the market design. The dispute ladder and the fork remain the idea worth teaching. A live prediction market that uses a committee or a single resolver is a different product and should not borrow Augur's security paragraph.
What to check before you use the idea
- Who makes the first report, and how large is their bond?
- What is the dispute window relative to how long a lie would be profitable?
- Is the question unambiguous on the day it resolves, not only on the day it was written?
- Does this market actually fork a valuable token, or does it stop at an admin?
Terms
- Designated reporter
- The party expected to submit the first bonded outcome after the market ends.
- Dispute round
- A challenge that raises the bond and reopens the outcome.
- Fork
- A split of the token into universes, one per contested outcome, used when the ladder reaches the top.
- Universe
- The branch of the system that holders choose to keep using after a fork. Resolution follows that choice.
The problem the paper names
A prediction market is only as honest as the oracle that says what happened. If a single reporter can settle the market, the market prices the reporter. Augur's paper spreads reporting across holders and makes a false report contestable by people who post a bond.
What the design proposes
- Markets define an outcome space and a resolution time.
- Reporters stake on an outcome. Disputers can escalate by staking more, up a ladder the paper specifies.
- Forking the reporting universe is the final backstop the paper is willing to name.
How the mechanism is specified
- The economic claim is that a liar must outbid everyone who prefers a true resolution, at each rung.
- Market prices are then a public estimate conditional on that oracle actually working.
- A forked universe is a social and technical event. The paper treats it as part of security, not as an embarrassment.
What this page does not treat as proven
- A prediction market can be illegal to offer in a given jurisdiction. The paper is not legal advice and this page is not an invitation to list markets.
- Thin dispute markets fail closed or fail captured. The ladder only helps if someone climbs it.
- Later Augur versions changed mechanics. Cite the version.
Why a venture studio still reads it
The pattern we care about is escalatable truth: a reported fact that a named bond can challenge, with a last resort that is explicit. That pattern shows up in oracles, in governance, and in agent mandates. Augur writes it down.
This is Blockchain Lab's reading of a public design paper. It is not the paper, not a copy of it, and not an offer of tokens, equity, custody or a partnership. Later network behaviour can diverge from the text. Nothing here is investment, legal or technical advice.
Research status: Design paper. Last reviewed: 1 October 2026. This is a reading of a public paper, not investment, legal or security advice.
