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Rubra Digital

Insights

Notes from the work

Written by the people delivering the engagements. Opinionated, specific, and occasionally at odds with what the rest of the industry is saying.

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Retrieval & RAG

Most RAG failures are retrieval failures

When teams report hallucination in a RAG system, the model is usually not the problem. Here is how to tell the difference and what to do about it.

Your Name · 7 min read

Evaluation & quality

Your evaluation set is the real product

The labelled evaluation set outlasts your model, your framework and probably your architecture. It is the most durable asset an AI project produces.

Your Name · 6 min read

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