# Mirasys

> Practical AI automation systems and applied AI research from Mirasys.

Mirasys helps local businesses deploy practical AI automation, custom agents, operational intelligence, and applied AI research.

## Main pages
- Home: https://mirasys.io/
- Research library: https://mirasys.io/research/

## Research papers
- Task Quality Studio: https://mirasys.io/research/task-quality-studio-authentic-learning-k12/
- Why LLM Agents Break the Rules: https://mirasys.io/research/why-llm-agents-break-the-rules/
- Cross-Architecture Hallucination Detection in Vision-Language Model Document Extraction: https://mirasys.io/research/cross-architecture-hallucination-detection/
- Human Cognitive Anti-Pattern Detection and Correction in Autonomous AI Agent Pipeline Systems: https://mirasys.io/research/human-cognitive-anti-pattern-detection/

## Contact
- Email: han@mirasys.io
- Phone: +1-877-733-1515