Ahmed Nabil

AI Failure Intelligence is a structured dataset of 10,000+ real-world AI failure cases — severity scored, root cause analyzed, Built for AI researchers, red-teamers, safety teams, and LLM developers who need real failure data to build safer systems. Each case includes: → Severity & Priority scoring → Root Cause analysis → Failure Type classification (14 categories) → Recommendations & Key Patterns Available as PRO subscription or one-time Starter dataset. Also on Kaggle, HuggingFace, and Zenodo.