About GFS

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About the Global Forecasting System

The Global Forecasting System (GFS) represents a groundbreaking interdisciplinary project that bridges consciousness research, artificial intelligence, and predictive analytics. Developed by ASRP (Advanced Scientific Research Projects), GFS is the first production-ready system that analyzes dream narratives and altered states of consciousness to forecast social, geopolitical, and economic events.

Our Mission

To create the world's first production-ready AI system that combines biological data from human consciousness states with advanced machine learning to provide unique predictive insights across multiple domains.

Key Achievements

• ✅ 7 peer-reviewed research papers (2023-2025) establishing scientific foundation
• ✅ Production-ready AI system (v3.1) with comprehensive API
• ✅ Verified predictions with 11.1% R² in stock market forecasting
• ✅ Complete ecosystem from dream induction to prediction verification
• ✅ Industry recognition at Theta Network European Conference & Hackathon (Berlin, 2025)

Core Team

Leadership

Denis Banchenko - CEO & Founder

• 20+ years of lucid dreaming research
• Developed Banchenko Algorithm
• Published multiple research papers
• Vision and leadership

Mykhailo Kapustin - CTO & Co-Founder

• Developed Kapustin Markers Algorithm
• AI/ML expertise
• Technical architecture design
• System development

Valeria Ovseannikova - CBE (Chief Biomedical Engineer) & Co-Founder

• Biomedical engineering expertise
• Presented GFS at Theta Network Hackathon (Berlin, 2025)
• Neurointerface development

Vlada Bilovodenko - CRO (Chief Risk Officer) & Co-Founder

• Risk management expertise
• Strategic planning
• Business development

Technical Team

Aleksandr Gromyko - Lead Backend Developer

• Backend development
• System architecture
• API implementation

Irina Grivtsova - Stress Methodology Developer

• Developed Grivtsova Stress Methodology
• EEG analysis expertise
• Stress management research

Lev Shishkin - CSO (Chief Scientific Officer)

• Scientific research coordination
• Methodology development
• Research oversight

Interdisciplinary Expertise

Neuroscience

• Lucid dreaming research
• EEG analysis
• Brain activity synchronization
• Consciousness studies

AI/ML

• Natural language processing
• Machine learning
• Neural networks
• Multi-pass LLM pipelines

Economics

• Financial forecasting
• Market analysis
• Investment strategies
• Predictive analytics

Blockchain

• NFT technology
• Tokenization
• Decentralized systems
• Smart contracts

Psychology

• Consciousness studies
• Stress management
• Dream analysis
• Behavioral research

Research Foundation

Peer-Reviewed Publications

GFS is built on a solid foundation of 7 peer-reviewed research papers published in international journals:

1. Banchenko Algorithm (2023) - Brain and Nerves
2. Banchenko Market (2023) - Moscow Economic Journal
3. Dream Synchronization (2024) - International Internal Medicine Journal
4. Event Forecasting (2024) - Japan Journal of Research
5. GMS/GFS Technology (2025) - Journal of Investment Banking and Finance
6. Grivtsova Stress Methodology (2024) - American Journal of Medical and Clinical Research & Reviews
7. Research Strategy Analysis (2024) - Internal comprehensive analysis

View All Publications →

Validation & Results

Verified Predictions

• Stock Market: December 21, 2022 prediction of 52.26% increase (successful)
• Temporal Patterns: Dreams predicted events 1, 3, 7, 21 days before occurrence
• Synchronized Activity: Peaks across participants that cannot be explained by probability

Statistical Validation

• Forecasting Accuracy: R² = 0.111 (11.1% variance explained) in stock market prediction
• Lucid Dream Success: 39% success rate (7/18 participants)
• Stress Management: 25/25 participants showed improved stress resilience
• Dream Synchronization: 2.5x increase in group dreams

Technology

Production-Ready System

• Version: v3.1 (Production-ready)
• API: 38+ endpoints for comprehensive analysis
• Architecture: Scalable, distributed system
• Performance: 3-5s quick analysis, 15-25s full analysis

Technical Stack

• Backend: FastAPI (Python), PostgreSQL, JanusGraph
• AI/ML: OpenAI, Google, Anthropic, Theta EdgeCloud
• Infrastructure: Docker, Prometheus, Grafana
• Vector Search: FAISS/HNSW for similar dreams

Learn More About Technology →

Applications

Three Application Domains

🌍 Social Forecasting

Analyzes public sentiment and human behavior to identify social trends and predict societal changes.

🏛️ Geopolitical Forecasting

Predicts changes in global political forces, international conflicts, and policy impacts.

💰 Economic Forecasting

Analyzes economic data and develops investment strategies based on dream analysis.

Recognition

Industry Recognition

• Theta Network European Conference & Hackathon (Berlin, 2025)
• Live demonstration at major tech conference
• Positive industry feedback
• Growing academic recognition

Contact

General Inquiries:
Email: info@asrp.tech

Research Collaboration:
Contact Researchers →

Investment Inquiries:
Contact Investors →

API Support:
Contact Users →

Related Pages

• Research Overview - Scientific foundation and publications
• Technology - Technical architecture
• Publications - All research papers
• Videos - Video presentations and transcripts

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Global Forecasting System - Bridging Consciousness Research and Predictive Analytics