Predict the future.
Calibrated by reality.

Run any question through structured adversarial analysis. Get a probability estimate you can actually trust.

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Two days before the Academy Awards, we ran a prediction: Would Timothée Chalamet lose Best Actor?

Perspectives 74%
Polymarket 70.5%

He did lose.

Both systems called it, Perspectives was closer.

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The report

A structured breakdown of the question: Where the Consensus Sits; Where it Fractures; the assumptions most likely to be wrong and the scenarios most likely to be underweighted. Every claim traced back to the argument that supports it.

Will fully autonomous cargo ships complete transoceanic voyages without crew by 2030?
AGGREGATE PREDICTION
15% likelihood
The likelihood of fully autonomous cargo ships completing transoceanic voyages without crew by 2030 is low, with an estimated probability of 15%.
PERSONA RANGE MID
The Scenario Planner 20-35% 28%
The Contrarian 10-20% 15%
The Systems Thinker 10-20% 15%
The Insider 10-20% 15%
The Risk Analyst 5-15% 10%

9 pages · PDF

The audio overview

The same analysis as a conversation. Analysts make their cases, challenge each other's reasoning, update their positions, and vote. Listen to the debate instead of reading it.

Audio overview Autonomous cargo ships — 15% likelihood
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Beyond yes or no

Some questions have more than two outcomes.

Enter "Who will win March Madness?" and Perspectives identifies the candidates automatically. Each analyst distributes their probability budget across the full field. You see where they agree, where they diverge, and which underdogs might be underpriced.

Works for any multi-outcome market. Tournament brackets. Award categories. Leadership races. Anywhere the field is larger than two.

Polar area chart showing probability distribution

Use cases

Elections and political shifts

Will the incumbent survive the primary? Which cabinet appointment clears confirmation? How does the election result change if the candidate drops out before the debate?

Regulatory and corporate events

Will the merger clear antitrust review? Does the CEO survive the board vote? What happens to the stock if the FDA rejects the application?

Niche and entertainment markets

Who takes home Best Picture? Which team wins the championship? Will the show get renewed for another season?

Geopolitical developments

Does the ceasefire hold? Will sanctions be lifted before the deadline? What's the probability of military action in the next 90 days?

Strategic Analysis

Not every question has a verifiable outcome. For decisions without a resolution date, Analysis Mode runs the same process and produces a ranked recommendation instead of a probability.

The reasoning behind the number.

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