我们的目标
全球洞察（预测）系统（GFS）旨在利用先进的机器学习算法和来自各种来源的数据集成，分析和预测全球事件。它涵盖三个主要应用领域演示文稿
项目播客
项目播客
社会预测:
描述:
分析公众情绪和人类行为，以识别社会趋势并预测社会变化。
方法:
使用社交网络、调查和新闻来源的数据来分析公众舆论和情绪。
应用:
预测社会运动、公众情绪变化，识别影响公众行为的关键因素。
地缘政治预测:
描述:
基于对政治事件和国际关系的分析，预测全球政治力量和国际冲突的变化。
方法:
收集和分析政府报告、新闻和社交媒体的数据，应用因果模型以识别潜在的政治变化。
应用:
帮助制定政治战略，管理危机，预测国际冲突和政治动态的变化。
经济预测:
描述:
分析经济数据，以预测宏观经济趋势并制定投资策略。
方法:
这包括使用来自金融市场、经济报告和新闻的数据，应用计量经济模型和时间序列分析。
应用:
预测市场波动，制定投资策略，评估经济事件对全球经济的影响。
模型架构与功能
多阶段分析管道
GFS模型使用复杂的4阶段分析管道来提取事件、分类领域、映射经济部门和分析新闻影响。每个阶段使用针对特定任务优化的专用LLM模型。
核心功能
- 事件提取（阶段1）- 从梦境叙述中识别最多3个真实世界事件
- 领域分类（阶段2）- 将事件分类为经济、社会或地缘政治领域
- 经济映射（阶段3）- 使用NAICS分类法将事件映射到特定行业
- 预测验证（阶段5）- 使用时间窗口根据真实世界证据验证预测
- 相似梦境搜索 - 基于向量的语义搜索以查找相关梦境
- 新闻分析（阶段4）- 分析新闻对金融市场的影响
API模式
完整分析
完整的4阶段分析，包括事件提取、领域分类、经济映射和新闻分析
快速事件
快速事件提取（仅阶段1）- 适合批量处理和测试
预测验证
使用GDELT、Google CSE和政府来源对预测进行时间验证
相似梦境
使用FAISS向量搜索查找语义相似的梦境
性能指标
Figure 3. Describes the processes of obtaining biological data. And using of AI to forecast events
GFS Timeline
GFS模型通过多个版本不断发展，每个版本都增加了新功能并提高了准确性。这是我们的历程：
27.08.2018
US Copyright TXu002114560 — Global Foresight System
Registration with the US Library of Congress. First certificate for the Global Foresight System.
2025
Patent application KZ 2025/1096.1 — GFS
Patent application for the Global Foresight System filed in Kazakhstan.
2023
Banchenko-Market: Blockchain Science Financing
Article on blockchain-based financing for fundamental scientific research, published in Moscow Economic Journal (VAK).
07.2024
First GFS Research Article
Forecasting Social, Geopolitical and Economic Events — Japan Journal of Research.
01.2025
GMS/GFS Whitepaper
Technological Transformations — GMS/GFS — Journal of Investment Banking and Finance.
19.07.2026
Hyperfield Research Article
Study on hyperbolic field effects (plasma / yeast / plants) published on asrp.science.
19.12.2021
Eurasian Cooperation for Baikonur Restoration
GFS prediction: Eurasian cooperation initiative for the restoration of the Baikonur Cosmodrome.
29.12.2021
Cognitive Degradation / Civilizational Turbulence
GFS prediction regarding cognitive degradation trends and civilizational turbulence.
30.12.2021
Atypical Trade-Technological Exchange (Grey Import)
GFS predicted non-standard trade-technological exchange patterns.
25.04.2022
Linguistic Transformation of Kazakh Youth
GFS prediction on linguistic and cultural transformation trends among Kazakh youth.
25.04.2022
Ethno-Political Tension in Kyrgyzstan
GFS predicted rising ethno-political tensions related to migrants in Kyrgyzstan.
26.05.2023
Accelerated Development of African Countries
GFS prediction on accelerated economic and social development of African nations.
26.05.2023
Mexico — Global Superpower
GFS prediction on Mexico's rise as a global superpower.
30.09.2024
Consolidation of State Power + Nuclear Energy Complex
GFS prediction on US consolidation of state authority and nuclear energy complex.
30.09.2024
Political Fragmentation of Germany
GFS prediction on political and administrative fragmentation of Germany.
30.09.2024
Global Conflict + US Chronotechnology
GFS prediction on global conflict dynamics and US chronotechnology development.
30.09.2024
Reactivation of Energia-Buran
GFS prediction on the reactivation of the Energia-Buran space program.
30.09.2024
Limited Nuclear Use in Europe
GFS prediction scenario of limited nuclear weapon use in European theater.
30.09.2024
Contact with Exogenic Civilization
GFS prediction scenario involving contact with an extraterrestrial civilization.
08.09.2025
First MVP: Dream → Economy Pipeline
Initial minimum viable product establishing the core dream-to-economic-analysis pipeline.
10.09.2025
First External Data Source + CI/CD
Integration of NewsAPI as first external data source. CI/CD pipeline established.
12.10.2025
Production Architecture: FastAPI + Data Collection
Production-grade FastAPI architecture. Open-source data collection started (GDELT, Google CSE). Evidence pipeline launched.
14.10.2025
Release v1 — API Contracts
First stable API contract release defining all system interfaces.
03–09.11.2025
Causal Engine + Full Verification Pipeline
Causal reasoning engine implemented. Full prediction verification pipeline with GDELT scoring operational.
24.11.2025
v3.0 — Social Media, SearXNG, Government Tenders
Major release: YouTube, Reddit integration. SearXNG search. Government tender data (FPDS/TED).
17.12.2025
Integration with Polymarket
Polymarket integration: Gamma API + CLOB + betting API.
29.12.2025
Market Scanner
Market scanner with trading strategies, risk-control module, and paper-trading mode.
10.01.2026
v3.1 — Multi-LLM + Cost Tracking
Multiple LLM support (Anthropic Claude). Cost tracking and optimization.
17.01.2026
Backtest: Polymarket + MediaCloud
Backtesting framework for Polymarket strategies and MediaCloud data integration.
20.03.2026
MCP Servers (Python + TypeScript)
Model Context Protocol servers in Python and TypeScript with 71 instruments. System can be invoked by AI agents.
22.03.2026
MCP Split + API Domain
MCP split into public/admin domains. API domain: globalforecastingsystem.store.
07–11.09.2025
Theta EuroCon Hackathon (Berlin)
Working prototype built in 5 days. Presentation on 11.09.2025 at the Theta Network European Conference & Hackathon.
2025
AstanaHub / Digital Bridge 2025
Application submitted for the Industry 4.0 Pitch Battle at AstanaHub, Digital Bridge 2025 forum. Selection not passed.
17–18.07.2026
IONS Application (Institute of Noetic Sciences)
Application submitted to the Institute of Noetic Sciences for research collaboration.
19.07.2026
NCI SBIR Submission — FY2027 Concept Award
NCI SBIR application submitted: 'ASRP Hyperbolic Field Platform for Rare Cancer Therapy'. Status: Success (ecps.nih.gov).
до 07.08.2026
Techstars Founder Catalyst Alabama
Deadline for Techstars Founder Catalyst Alabama accelerator application: 07.08.2026.
尝试模型
直接从浏览器测试GFS模型。选择一个模式，输入您的梦境文本或预测，实时查看结果。
选择演示模式
Figure 3. Describes the processes of obtaining biological data. And using of AI to forecast events
近期突破性的发现证实了意识的量子特性，
这一特性基于生物和物理结构之间的联系，无论是生物系统还是非生物系统。
技术的发展不可避免地导致对事件序列形成的质的理解和对因果关系逻辑的重新思考。
GFS 事件视界：已验证结果和即将到来的预测
全球预测系统档案：已验证预测和关键未来预测
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