Aug 317 min read
Your AI Is Only as Good as Your Data Pipeline
The AI revolution over the past few years has been dominated by massive foundation models, trillion-parameter counts, and futuristic chat interfaces. Yet inside engineering teams…

by Chidiebere Njoku
Chidiebere Njoku is a Data Scientist, AI researcher, and technical writer focused on applying artificial intelligence to solve real-world challenges. He writes about Generative AI, Large Language Models, multi-agent systems, MLOps, and responsible AI, sharing practical insights on designing scalable, trustworthy, and production-ready AI systems.
The AI revolution over the past few years has been dominated by massive foundation models, trillion-parameter counts, and futuristic chat interfaces. Yet inside engineering teams…
In production systems, "hallucination" is a catch-all term for when Large Language Models (LLMs) generate plausible-sounding but incorrect or unintended output.