Setcoin Group

Board of AI Domain Experts for Every Decision

[Setcoin Group @setcoingroup]

The reason why we use SSM in AI Consortium

[Igor Perepelychnyi @igorperep]

SSM (State Space Models) advantage factors vs an equivalent-size Transformer, from peer-reviewed studies. Log scale; baseline Transformer = 1×.

[Igor Perepelychnyi @igorperep]

Beyond Human Logic—The Rise of Autonomous Discovery

[Igor Perepelychnyi @igorperep]

The End of Guesswork—How AI Finds the "Invisible Links"
The biggest opportunities in the global market don't hide in plain sight. They hide in the Intelligence Gaps—the "white space" between industries, technologies, and supply chains that no human analyst can to connect

[Setcoin Group @setcoingroup]

Equipment Quotations: For sectors like Advanced Robotics or Semiconductors, the AI can compare equipment quotations against market prices, supplier reliability, and technical specifications, ensuring optimal procurement decisions.

[Setcoin Group @setcoingroup]

AI Application in Project Sourcing,  
Due Diligence & Analysis

[Setcoin Group @setcoingroup]

EPC Reports (Engineering, Procurement, Construction): The AI can analyze EPC contracts, schedules, and progress reports, identifying potential delays, cost escalations, or performance issues.

[Setcoin Group @setcoingroup]

Retrieval-Augmented Generation (RAG): Domain-specific LLMs will query the knowledge graph in real-time to ground their financial analyses and reports, significantly reducing hallucinations and improving factual accuracy in complex financial contexts.

[Setcoin Group @setcoingroup]

Core AI Architectural Components 
Adapted for Finance

[Setcoin Group @setcoingroup]

A central orchestrator AI will manage these consultations, route queries, and resolve potential conflicts, ensuring coherent and comprehensive financial assessments.