Author
Oleh Ivchenko
Recent research
- Health & MedicineOpen access
Trusted Open Source AI in Healthcare: Curated Stack for Clinical AI
Research article: Trusted Open Source AI in Healthcare: Curated Stack for Clinical AI
- Society & EconomicsOpen access
War and Shadow Economy — How Armed Conflict Reshapes Informal Markets in Ukraine
Research article: War and Shadow Economy — How Armed Conflict Reshapes Informal Markets in Ukraine
- AI & ComputingOpen access
Formal Methods for XAI Verification: Proving That Explanations Are Correct
Research article: Formal Methods for XAI Verification: Proving That Explanations Are Correct
- AI & ComputingOpen access
Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows
Research article: Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows
- AI & ComputingOpen access
XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
Research article: XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
- Society & EconomicsOpen access
War and Shadow Economy — How Armed Conflict Reshapes Informal Markets in Ukraine
Research article: War and Shadow Economy — How Armed Conflict Reshapes Informal Markets in Ukraine
- AI & ComputingOpen access
Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows
Research article: Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows
- AI & ComputingOpen access
XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
Research article: XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
- Society & EconomicsOpen access
War and Shadow Economy — How Armed Conflict Reshapes Informal Markets in Ukraine
Research article: War and Shadow Economy — How Armed Conflict Reshapes Informal Markets in Ukraine
- AI & ComputingOpen access
XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
Research article: XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
- AI & ComputingOpen access
Real-Time XAI Specifications: Performance Requirements for Production Explanations
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- AI & ComputingOpen access
Cross-Border AI Explanation Requirements: Specifying XAI for Multi-Jurisdictional Compliance
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- AI & ComputingOpen access
Spec-Driven Development with AI Agents: A Brownfield Walkthrough
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- AI & ComputingOpen access
Closing the Gap: Evidence-Based Strategies That Actually Work
Evidence-based strategies transform AI adoption from aspiration into measurable outcomes Stabilarity Research Hub April 2026 DOI: 10.5281/zenodo.19117123 Abstract The capability-adoption gap in artificial intelligence is well-documented but poorly addressed. While organizations i...
- AI & ComputingOpen access
Behavior-Driven Development for AI: Cucumber and Gherkin Patterns for LLM Systems
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- AI & ComputingOpen access
Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows
Research article: Human-AI Decision Support: Cost Structure of Explanation-Centric Workflows
- Health & MedicineOpen access
Trusted Open Source AI in Healthcare: Curated Stack for Clinical AI
Research article: Trusted Open Source AI in Healthcare: Curated Stack for Clinical AI
- Society & EconomicsOpen access
Algorithmic Redlining in Microfinance: Auditing AI Credit Scoring for Informal-Sector Borrowers
Research article: Algorithmic Redlining in Microfinance: Auditing AI Credit Scoring for Informal-Sector Borrowers
- AI & ComputingOpen access
XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
Research article: XAI for AI Auditors: Building a Cost-Effective AI Audit Practice
- Society & EconomicsOpen access
AI Conflict Prediction Accuracy: Evaluating Forecasting Models Against 2024-2025 Events
Research article: AI Conflict Prediction Accuracy: Evaluating Forecasting Models Against 2024-2025 Events