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Neural network and probability equations feeding into a digital AI head, illustrating why AI hallucinations are a statistical feature, not a bug.

AI Hallucinations Explained: Why They Happen (And Why You Can’t Fully Fix Them)

February 14, 2026

Kavichselvan S

Everybody in the Valley is currently lying to your face about Retrieval-Augmented Generation. You dumped a vector database next to your generative model and told…

Illustration comparing AI fine-tuning vs RAG, showing a trained neural network brain on one side and a retrieval system connecting databases and vector search on the other.

Fine-Tuning vs RAG: The $50,000 Mistake Companies Make in AI Projects

February 12, 2026

Pradeepa Sakthivel

The Fine-Tuning vs RAG debate has nothing to do with model accuracy. Instead, it is a debate about cloud network topology. Amazon Bedrock has quietly…

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