AI Prediction Intelligence Engine

We made Karpathy's AutoResearch
8x faster on the same GPU

Advanced prediction intelligence engine that systematically outperforms markets with AI-driven analysis. Proven across 1,974 resolved predictions with 70.2% beat rate.

Carnegie Mellon University
AutoResearch Framework
AI Research Lab

How It Works

Our three-layer intelligence system identifies prediction opportunities through systematic market analysis

1

Data Ingestion

Continuously monitor prediction markets, price movements, and volume patterns across multiple categories including sports, politics, economy, and entertainment.

2

AI Analysis

Apply advanced machine learning models to identify pricing inefficiencies and probability miscalculations using our optimized AutoResearch framework.

3

Prediction Output

Generate calibrated probability assessments with confidence intervals, enabling systematic outperformance of market consensus.

4

Continuous Learning

Feedback loop validates predictions against real outcomes, continuously improving model accuracy and identifying new market patterns.

Live Performance

Real-time metrics from our prediction intelligence engine

70.2%
Beat Rate
1,974
Predictions Resolved
24/7
Monitoring
4
Categories
Golf
89.7%
Politics
76.2%
Sports
69.1%
Economy
63.4%

Why Orcetra

Superior prediction intelligence through advanced AI and systematic market analysis

vs. Prediction Markets

While prediction markets rely on crowd wisdom, Orcetra uses AI to identify when the crowd is systematically wrong. Our models correct for known biases like long-shot bias and overconfidence effects.

vs. Traditional Forecasting

Traditional forecasting methods are slow and expensive. Orcetra provides real-time analysis with continuous learning, adapting to new patterns as they emerge in the market.

Performance Edge

Our 8x performance improvement over standard AutoResearch enables processing of complex prediction scenarios that were previously computationally prohibitive, unlocking new sources of alpha.

Team

Led by experts in AI research and prediction systems

BL
Beibei Li
Chief Scientist
CMU AI Professor specializing in machine learning and prediction systems. Faculty Page
KZ
Kai Zhang
CEO
Strategic leadership and product vision. Expert in AI applications for financial markets and prediction systems.
GZ
Guilin Zhang
CTO
Technical architecture and engineering. PhD in AI with focus on scalable machine learning systems and optimization.

Get Early Access

Join our beta program and experience the future of prediction intelligence