01Deep dive
Meaning and practical implications
Evaluate whether relevant evidence was retrieved before evaluating whether the answer used it faithfully. Include questions with no supporting source and check that the system can abstain.
o10
RAG Inference
Retrieval-augmented generation supplies retrieved information to a model to help it answer a query. Retrieval and answer generation are separate stages with different failure modes.
FAQFrequently asked questions
Common questions
o10Set the envelope. o10 holds it.
See what you're overpaying.
Paste a week of traffic. Get the number that books the audit.
See what you're overpaying →verified savings methodology · State of Inference Spend 2026