Answered from AI Interview Questions #4 - Evals in AI · Gaurav Sen · 2026-08-12
In Gaurav Sen's mock interview, candidate Tanishq says AI is non-deterministic, so reliability has to come from two practices: observability and evals. Observability records what the agent does, and evals test those records before the system goes to production. Tanishq argues that doing both is what makes an AI app usable in high-risk fields such as healthcare or finance.
“reliability equals to observability plus evals” Tanishq · at 1:12 — open in the transcript →
Source: our own transcription of the episode. The full conversation is on Gaurav Sen (2026-08-12). Read the whole episode summary →