Features
EPT-2 world model: physics-based atmospheric prediction
Athena agent: resolves physical objectives via simulation
Energy trading-specific forecast metrics
Prediction-market alpha generation (employee quant fund)
Research acceleration: experiment setup and data analysis
Transfer learning to other physics domains (e.g., aerodynamics)
State-of-the-art accuracy vs. ECMWF and other incumbents
Peer-reviewed research at ICLR and NeurIPS
Compounding loop: agent improves world model, world model improves agent
Supports atmospheric, aerodynamic, and thermal physics domains
Multi-sensor core scanning: RGB, XRF, hyperspectral, LiDAR
LIBS-based detection of REEs and light elements (via Lumo Analytics)
AI-powered core logging on Digital Core Table
Resource modeling with RMSP integration
Drill Hole Optimizer for mine planning
Sub-48-hour turnaround time
4x faster than manual core logging
Over 400% project acceleration
End-to-end workflow from scanning to modeling
Domain expertise throughout mining cycle
High-fidelity data capture and analytics
Consistent logging with fewer errors
Professional consulting and training services
Decision engineering for critical mineral exploration
Cloud-based digital core collaboration
