Ember

Ember is an innovative public AI prediction engine designed to enhance trust in AI forecasts by ensuring transparency in its processes. Built on the fundamental belief that AI predictions without justification are untrustworthy, Ember operates daily at 7 AM EST. It leverages three distinct AI models—Claude from Anthropic, Grok from xAI, and Gemini from Google—that independently assess live Polymarket markets without any collaboration. This independence allows for genuine disagreement; when predictions diverge by 10 or more points from the crowd consensus, it's flagged as a high-conviction signal. This structure not only encourages diverse insights but also ensures that every prediction is timestamped and locked before the actual outcome, preserving the integrity of the data. The system promotes accountability by tracking accuracy with Brier scores and conducting post-mortems on incorrect calls. Ember represents a revolutionary approach to predictive analytics, providing users with reliable insights into market movements.

Transparent Prediction Process

Ember's unique approach ensures that every prediction made by the AI models is timestamped and locked before the outcome is revealed. This process guarantees that there are no edits or deletions, fostering trust among users.

Independent AI Models

The system incorporates three independent AI models—Claude, Grok, and Gemini—that analyze the same data sources without consulting each other. This independence ensures a variety of perspectives and enhances the reliability of the predictions.

High-Conviction Signals

When predictions from Ember deviate by 10 or more points from the crowd consensus on Polymarket, these divergences are flagged as high-conviction signals. This feature indicates potential market mispricings and helps users identify valuable betting opportunities.

Comprehensive Data Integration

Ember synthesizes data from over 20 sources, including live prediction markets, bookmaker lines, and AI research feeds. This integration allows the AI models to make well-informed predictions based on real-time sentiment and factual verification.

Enhancing Betting Strategies

Bettors can utilize Ember's high-conviction signals to refine their betting strategies. By identifying discrepancies between AI predictions and crowd sentiment, users can position themselves advantageously in the market.

Research and Analysis

Researchers and analysts in the AI and betting fields can leverage Ember's methodologies and outcomes for academic studies or market analysis, gaining insights into AI decision-making processes and market dynamics.

Real-Time Market Insights

Ember provides timely insights into live markets, making it an essential tool for traders and investors who require up-to-date information to make informed decisions quickly.

Competitive Edge in AI Development

AI developers and companies can use Ember's data and prediction methodologies to benchmark their models against established AI systems, gaining insights into areas for improvement and innovation.

How does Ember ensure the accuracy of its predictions?

Ember tracks the accuracy of its predictions using Brier scores, a metric that evaluates both the accuracy and confidence of each prediction. This systematic approach allows for ongoing performance evaluation.

What happens if an AI model makes a wrong prediction?

If an AI model makes an incorrect prediction, Ember conducts a post-mortem analysis to understand the reasons behind the error. This commitment to transparency helps improve future predictions.

How often does Ember update its predictions?

Ember runs its predictions daily at 7 AM EST, providing users with fresh insights and updates. The system is designed to capture real-time data, ensuring that predictions reflect the most current market conditions.

Can anyone use Ember's predictions?

Yes, Ember is designed for public use, making its predictions accessible to bettors, researchers, and anyone interested in market dynamics. Users can subscribe to receive insights and updates directly.