Author
Iryna Ivchenko
Recent research
- Society & EconomicsOpen access
Labor Market Impact Disaggregation: Which Knowledge Work Tasks Are Actually Automated by LLMs
Research article: Labor Market Impact Disaggregation: Which Knowledge Work Tasks Are Actually Automated by LLMs
- AI & ComputingOpen access
Standardized Observability Taxonomies for Multi-Agent AI Systems in Decentralized Networks
Research article: Standardized Observability Taxonomies for Multi-Agent AI Systems in Decentralized Networks
- AI & ComputingOpen access
Batch Inference Scheduling: Maximizing GPU Utilization for Cost-Effective Enterprise AI
Research article: Batch Inference Scheduling: Maximizing GPU Utilization for Cost-Effective Enterprise AI
- AI & ComputingOpen access
Standardized Observability Taxonomies for Multi-Agent AI Systems in Decentralized Networks
Research article: Standardized Observability Taxonomies for Multi-Agent AI Systems in Decentralized Networks
- Society & EconomicsOpen access
Labor Market Impact Disaggregation: Which Knowledge Work Tasks Are Actually Automated by LLMs
Research article: Labor Market Impact Disaggregation: Which Knowledge Work Tasks Are Actually Automated by LLMs
- AI & ComputingOpen access
Batch Inference Scheduling: Maximizing GPU Utilization for Cost-Effective Enterprise AI
Research article: Batch Inference Scheduling: Maximizing GPU Utilization for Cost-Effective Enterprise AI
- Society & EconomicsOpen access
Feedback Loop Failures: Why AI Systems Degrade Post-Deployment Without Active Maintenance
Research article: Feedback Loop Failures: Why AI Systems Degrade Post-Deployment Without Active Maintenance
- Engineering & TechnologyOpen access
Space Domain Awareness: AI for Satellite Activity Monitoring and Anti-Satellite Threat Detection
Research article: Space Domain Awareness: AI for Satellite Activity Monitoring and Anti-Satellite Threat Detection
- Engineering & TechnologyOpen access
Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
Research article: Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
- Engineering & TechnologyOpen access
Space Domain Awareness: AI for Satellite Activity Monitoring and Anti-Satellite Threat Detection
Research article: Space Domain Awareness: AI for Satellite Activity Monitoring and Anti-Satellite Threat Detection
- AI & ComputingOpen access
Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
Research article: Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
- AI & ComputingOpen access
Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
Research article: Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
- Engineering & TechnologyOpen access
Space Domain Awareness: AI for Satellite Activity Monitoring and Anti-Satellite Threat Detection
Research article: Space Domain Awareness: AI for Satellite Activity Monitoring and Anti-Satellite Threat Detection
- AI & ComputingOpen access
Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
Research article: Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
- Engineering & TechnologyOpen access
Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
Research article: Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
- Engineering & TechnologyOpen access
Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
Research article: Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
- AI & ComputingOpen access
Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
Research article: Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
- AI & ComputingOpen access
Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
Research article: Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
- AI & ComputingOpen access
Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
Research article: Expert vs AI Quality Ratings: Calibration Study of Human Evaluator Agreement with Automated Metrics
- Engineering & TechnologyOpen access
Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
Research article: Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI